{"meta":{"query_hash":"7efab7afbbf1","filters":{"venue":"Healthcare in Low-resource Settings"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7efab7afbbf1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Healthcare+in+Low-resource+Settings"},"results":[{"id":"W2103484355","doi":"10.4081/hls.2013.e17","title":"Sex differences in long-term outcomes of patients with percutaneous coronary intervention: the Armenian experience","year":2013,"lang":"en","type":"article","venue":"Healthcare in Low-resource Settings","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Health Services Research and Development","keywords":"Medicine; Percutaneous coronary intervention; Hazard ratio; Conventional PCI; Internal medicine; Myocardial infarction; Stroke (engine); Proportional hazards model; Cardiology; Diabetes mellitus; Confidence interval","score_opus":0.02050289784995176,"score_gpt":0.31206840091679877,"score_spread":0.29156550306684703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103484355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983463,0.00086120085,0.000049734197,0.000059723796,0.000012052756,0.000003797664,0.00012598296,7.48445e-7,0.0005405288],"genre_scores_gemma":[0.99918693,0.00047768332,0.00003281509,0.000043716685,0.000011167604,0.0000033288945,0.00014904077,7.596259e-7,0.000094499206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99972755,0.00007753659,0.000029573932,0.000052687654,0.000038860486,0.00007385869],"domain_scores_gemma":[0.99960977,0.000056713754,0.00023175706,0.000022389637,0.000021497124,0.000057969602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005330957,0.00016821992,0.00024315009,0.0005879769,0.00021664443,0.0006470836,0.0001624623,0.00022646956,0.0006871635],"category_scores_gemma":[0.0011924215,0.00014594563,0.000261912,0.0008181869,0.00019978778,0.00042770215,0.0004964908,0.00030244383,0.00008527767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020470776,0.000037947924,0.9930661,0.000019441051,0.00006413636,0.000324456,0.00035312003,0.000046084093,0.00018996143,0.000069832604,0.00015257527,0.0054715183],"study_design_scores_gemma":[0.000011791694,0.00009433693,0.9979583,0.000021782374,0.00003335881,0.00061407144,0.00051185145,0.0000685899,0.000029112893,0.00004905687,0.00060261134,0.0000051540633],"about_ca_topic_score_codex":0.003576547,"about_ca_topic_score_gemma":0.005372665,"teacher_disagreement_score":0.003576547,"about_ca_system_score_codex":0.0002973557,"about_ca_system_score_gemma":0.00029277854,"threshold_uncertainty_score":0.00711143},"labels":[],"label_agreement":null},{"id":"W4387514993","doi":"10.4081/hls.2023.11526","title":"Does satisfaction with the manual wheelchair have an impact on the quality of life in spinal cord injury?","year":2023,"lang":"en","type":"article","venue":"Healthcare in Low-resource Settings","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wheelchair; Quality of life (healthcare); Rehabilitation; Spinal cord injury; Manual wheelchair; Life satisfaction; Physical therapy; Medicine; Gerontology; Physical medicine and rehabilitation; Psychology; Spinal cord; Nursing; Psychiatry","score_opus":0.07237196713166082,"score_gpt":0.45181509678615106,"score_spread":0.37944312965449023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387514993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828595,0.0005016789,0.00003463641,0.00022721474,0.000008273581,0.000009795912,0.00020439179,0.000001739365,0.0007261828],"genre_scores_gemma":[0.9995271,0.00016507016,0.000029149316,0.000044575427,0.000005216181,0.0000064254364,0.00011016061,7.0190487e-7,0.00011162232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932635,0.00020070843,0.000072184026,0.000052002368,0.00021220132,0.00013665683],"domain_scores_gemma":[0.9980001,0.0003946289,0.00081415544,0.000027604989,0.0003846695,0.0003789039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008984011,0.00014494653,0.00035611427,0.0006881292,0.00040879202,0.0008787094,0.0003149495,0.00046764017,0.0024458147],"category_scores_gemma":[0.0031032278,0.00010363697,0.0007059116,0.00094654976,0.00044150834,0.00039138924,0.00038070188,0.0005315302,0.00019095094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006903228,0.000096869815,0.99267054,0.000059640104,0.000074116084,0.00005941552,0.00058372755,0.000035623674,0.00008482067,0.000016249032,0.0001913422,0.006058615],"study_design_scores_gemma":[0.0000012173585,0.00009331721,0.998676,0.000020116255,0.000017539252,0.0000469385,0.0008954394,0.00007424834,0.000020127787,0.000007813853,0.00014311088,0.000004077891],"about_ca_topic_score_codex":0.017698715,"about_ca_topic_score_gemma":0.027794436,"teacher_disagreement_score":0.017698715,"about_ca_system_score_codex":0.00089066493,"about_ca_system_score_gemma":0.00054510986,"threshold_uncertainty_score":0.035191357},"labels":[],"label_agreement":null},{"id":"W4387579341","doi":"10.4081/hls.2023.11730","title":"The effect of five activities daily living on improving cognitive function in ischemic stroke patients","year":2023,"lang":"en","type":"article","venue":"Healthcare in Low-resource Settings","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Activities of daily living; Montreal Cognitive Assessment; Cognition; Stroke (engine); Wilcoxon signed-rank test; Psychological intervention; Ischemic stroke; Hemiparesis; Physical therapy; Nursing Interventions Classification; Physical medicine and rehabilitation; Cognitive impairment; Mann–Whitney U test; Internal medicine; Nursing; Psychiatry; Ischemia","score_opus":0.006188218096936773,"score_gpt":0.26485056839095417,"score_spread":0.2586623502940174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387579341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99873096,0.00051270786,0.000055083558,0.000041573618,0.000020962842,0.00011616679,0.00002350476,0.000006165651,0.0004929464],"genre_scores_gemma":[0.99858034,0.00037836801,0.00050935696,0.000054301076,0.00001898636,0.00018225332,0.00004833218,6.4986835e-7,0.00022746474],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9995196,0.00017902418,0.000082417,0.000053161177,0.00005534962,0.00011039114],"domain_scores_gemma":[0.99946433,0.0001352062,0.00010115484,0.000024614897,0.000036439607,0.00023826689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006983878,0.00047167117,0.000741231,0.00040149884,0.00039565418,0.00027838402,0.00027996852,0.00032741978,0.0011595567],"category_scores_gemma":[0.0013845909,0.00012307212,0.00070799346,0.00020208146,0.00020745303,0.00020009586,0.00036952127,0.0003785325,0.000121279896],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08771799,0.1912714,0.093506426,0.0033800758,0.0019629225,0.00031816785,0.0016597357,0.0017640427,0.012642256,0.00018476995,0.00086109026,0.6047312],"study_design_scores_gemma":[0.010937422,0.29314786,0.6879479,0.0002307808,0.0010210683,0.00013797027,0.00058803515,0.001069652,0.00305989,0.00018034266,0.001625837,0.000053215874],"about_ca_topic_score_codex":0.00088170695,"about_ca_topic_score_gemma":0.0019270162,"teacher_disagreement_score":0.0011595567,"about_ca_system_score_codex":0.0002514283,"about_ca_system_score_gemma":0.00047800373,"threshold_uncertainty_score":0.0038790703},"labels":[],"label_agreement":null},{"id":"W4387773368","doi":"10.4081/hls.2023.11566","title":"The prevalence and management of obstetric fistula among women of reproductive age in a low-resource setting","year":2023,"lang":"en","type":"article","venue":"Healthcare in Low-resource Settings","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Psychological intervention; Fistula; Health care; Population; Government (linguistics); Family medicine; Environmental health; Obstetrics; Nursing; Surgery","score_opus":0.014729947942527192,"score_gpt":0.28183059138896754,"score_spread":0.26710064344644036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387773368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992872,0.00017885424,0.000017630256,0.00010101275,0.0000024224005,0.000011220096,0.000033524124,8.3229367e-7,0.0003674361],"genre_scores_gemma":[0.999663,0.00017799973,0.000039375307,0.000038737056,0.0000028922254,0.000007156641,0.0000217632,2.3680413e-7,0.000048830472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948657,0.00022901283,0.000061401704,0.000036625348,0.00007501243,0.00011140234],"domain_scores_gemma":[0.9989605,0.00025587165,0.00050517614,0.000025664598,0.00006177868,0.0001910476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000511361,0.00010824251,0.00017921362,0.0005126382,0.0006124814,0.00054280134,0.00028963404,0.0003314369,0.00092716364],"category_scores_gemma":[0.0029759775,0.00019753409,0.00017610825,0.00056848215,0.00041385426,0.00046540092,0.00046753054,0.00037594055,0.00009272745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001621247,0.00008259333,0.99578434,0.000027302965,0.000009295419,0.00036284997,0.0012154091,0.0000121498315,0.00016682323,0.000025472787,0.000089765774,0.0022077463],"study_design_scores_gemma":[0.0000031833542,0.00018233352,0.99332243,0.000032632444,0.000008086986,0.00068193773,0.005414529,0.000055580906,0.000031508087,0.000024192163,0.00023869456,0.000004867117],"about_ca_topic_score_codex":0.007647422,"about_ca_topic_score_gemma":0.0133712115,"teacher_disagreement_score":0.007647422,"about_ca_system_score_codex":0.0004671129,"about_ca_system_score_gemma":0.000542339,"threshold_uncertainty_score":0.0152058005},"labels":[],"label_agreement":null},{"id":"W4401458481","doi":"10.4081/hls.2024.12445","title":"Management and prevention of emotional burnout among members of the armed and special forces","year":2024,"lang":"en","type":"article","venue":"Healthcare in Low-resource Settings","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Burnout; Psychology; Emotional exhaustion; Special forces; Social psychology; Applied psychology; Clinical psychology; Political science; Law","score_opus":0.021047864114714872,"score_gpt":0.3588687887163528,"score_spread":0.33782092460163793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401458481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.937961,0.020768318,0.0074662995,0.009532723,0.0005396315,0.00025227413,0.000042467535,0.00009032496,0.023347057],"genre_scores_gemma":[0.98244286,0.009100014,0.0049392194,0.00058265124,0.00023518785,0.00015169018,0.000042969543,0.0000068792383,0.002498392],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993181,0.00036680483,0.000031586496,0.0000263432,0.00009343618,0.00016380899],"domain_scores_gemma":[0.99949956,0.00008401855,0.00013591441,0.000025817331,0.000087055916,0.00016759054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010234236,0.00026359144,0.00019983618,0.00065062987,0.0014021698,0.00052596244,0.0004058329,0.0005463002,0.0016968232],"category_scores_gemma":[0.0021644959,0.00009260445,0.00030242192,0.00017287229,0.00035511635,0.00023860701,0.0010899538,0.00064574834,0.0003757983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038925125,0.004161343,0.10104501,0.0019819513,0.0001411068,0.0007491364,0.01088348,0.00063635636,0.009397669,0.002280317,0.007573517,0.86076087],"study_design_scores_gemma":[0.00026504605,0.011649522,0.82318443,0.006231631,0.0003173071,0.0043780617,0.05509104,0.0022454527,0.009741081,0.008073325,0.07872201,0.00010112428],"about_ca_topic_score_codex":0.0013080998,"about_ca_topic_score_gemma":0.0019181097,"teacher_disagreement_score":0.0016968232,"about_ca_system_score_codex":0.00030938428,"about_ca_system_score_gemma":0.0018652519,"threshold_uncertainty_score":0.0056764483},"labels":[],"label_agreement":null},{"id":"W4412145162","doi":"10.4081/hls.2025.13433","title":"Insights into gender-equity in healthcare accessibility in Northern Nigeria: descriptive and predictive approaches","year":2025,"lang":"en","type":"article","venue":"Healthcare in Low-resource Settings","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University of Lagos; United States Agency for International Development","keywords":"Equity (law); Health care; Gender equity; Descriptive research; Health equity; Healthcare system; Business; Economics; Sociology; Political science; Economic growth; Social science","score_opus":0.07151248156539516,"score_gpt":0.4069158332473929,"score_spread":0.33540335168199775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412145162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416465,0.0002406095,0.0011819272,0.00035774137,0.000010133023,0.00006764216,0.000618925,0.000004872061,0.0033535173],"genre_scores_gemma":[0.99904996,0.000084985375,0.0003418769,0.00003370023,0.0000048465963,0.000040037197,0.00018883802,0.0000021316719,0.00025352667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984433,0.000736846,0.00012944841,0.00016398304,0.00026846718,0.00025786864],"domain_scores_gemma":[0.98867935,0.008605467,0.0014472818,0.00043361244,0.00062561786,0.00020864271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004456769,0.00031267988,0.0003798503,0.0029607238,0.0008229865,0.0016021285,0.0005366425,0.00040136126,0.0031607389],"category_scores_gemma":[0.011093347,0.00027464077,0.00094109756,0.0027581798,0.0014798096,0.0018044113,0.0014287457,0.0009849182,0.00023171028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006902482,0.0001795922,0.9715106,0.0000779963,0.00006855929,0.000250712,0.0133438185,0.0006770435,0.00010695913,0.004063342,0.0004247468,0.009227501],"study_design_scores_gemma":[0.0000053218055,0.00024596366,0.8573208,0.00033414885,0.000088729255,0.0004898906,0.12114772,0.011454092,0.0003794447,0.005914672,0.002589325,0.000029760231],"about_ca_topic_score_codex":0.020491662,"about_ca_topic_score_gemma":0.025508566,"teacher_disagreement_score":0.020491662,"about_ca_system_score_codex":0.0016743842,"about_ca_system_score_gemma":0.0014795265,"threshold_uncertainty_score":0.04074478},"labels":[],"label_agreement":null}]}