{"meta":{"query_hash":"bad77cecb0a1","filters":{"venue":"Palliative Care Research and Treatment"},"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/bad77cecb0a1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Palliative+Care+Research+and+Treatment"},"results":[{"id":"W1977677461","doi":"10.4137/pcrt.s13042","title":"Examining Do-Not-Resuscitate Orders among Newly Admitted Residents of Long-term Care Facilities","year":2014,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Medicine; Long-term care; Do not resuscitate; Depression (economics); Family medicine; Do Not Resuscitate Order; Health information; Gerontology; Emergency medicine; Health care; Medical emergency; Psychiatry","score_opus":0.17266174321842073,"score_gpt":0.4600657133983522,"score_spread":0.28740397017993147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977677461","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":[0.999223,0.00007962131,0.000023404651,0.00006417368,0.000003265663,0.000019432506,0.0002497401,0.0000014624321,0.00033585055],"genre_scores_gemma":[0.9990483,0.00014962144,0.00011883421,0.00005803592,0.0000063871757,0.00001790303,0.00033659098,9.239234e-7,0.0002632656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991436,0.00010984845,0.00010902781,0.000100852514,0.00027760706,0.00025909828],"domain_scores_gemma":[0.9962069,0.00033551798,0.0018940747,0.0000860361,0.0008890676,0.0005884726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071703654,0.00021226815,0.00024164416,0.0011306648,0.0013063462,0.00069763866,0.00080935325,0.00038000406,0.0008038078],"category_scores_gemma":[0.004902781,0.00036015033,0.00046396223,0.0014803184,0.00041659674,0.0005247954,0.00070050114,0.00055183895,0.00013523137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025133559,0.000034015437,0.99729353,0.000016925189,0.000013718754,0.000081295155,0.0010515787,0.000018617318,0.000077229066,0.0000058248293,0.00015369194,0.0012284959],"study_design_scores_gemma":[0.0000011908595,0.00003661781,0.99809605,0.000012325338,0.000004848271,0.000035056146,0.0016251111,0.000045240642,0.000020316842,0.0000027944784,0.000117866046,0.000002513598],"about_ca_topic_score_codex":0.6558926,"about_ca_topic_score_gemma":0.84613323,"teacher_disagreement_score":0.6558926,"about_ca_system_score_codex":0.0055852197,"about_ca_system_score_gemma":0.00517256,"threshold_uncertainty_score":0.6922678},"labels":[],"label_agreement":null},{"id":"W2008793969","doi":"10.4137/pcrt.s20347","title":"Death in Long-term Care: A Brief Report Examining Factors Associated with Death within 31 Days of Assessment","year":2015,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Term (time); Psychology; Medicine; Intensive care medicine; Gerontology; Physics","score_opus":0.35757222655406196,"score_gpt":0.5176042110231864,"score_spread":0.16003198446912448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008793969","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":[0.87848854,0.08726646,0.0015914524,0.008940748,0.0007914551,0.00054430135,0.013179588,0.000108184795,0.009089225],"genre_scores_gemma":[0.9247891,0.05962416,0.0012089777,0.00079263665,0.001100846,0.0003062429,0.009428436,0.000011522412,0.0027381405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996798,0.000043666852,0.00006199118,0.000035826182,0.00011891533,0.000059873473],"domain_scores_gemma":[0.9985031,0.00020399746,0.0003996698,0.00003086293,0.0005628319,0.0002996036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007996399,0.0003324369,0.0003293404,0.0012933415,0.00062965596,0.0006498323,0.00029512084,0.00035909723,0.001205263],"category_scores_gemma":[0.0018632546,0.00015674453,0.0005260998,0.0016959235,0.00019727962,0.0005118584,0.00051513826,0.00042003454,0.0002718828],"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":[0.00008123784,0.00006896736,0.9620077,0.000488932,0.00008296788,0.000695428,0.00053703494,0.000072856834,0.00030505145,0.000029913788,0.0052557825,0.0303741],"study_design_scores_gemma":[0.000002539717,0.00012661287,0.9949709,0.00010179928,0.000042314492,0.00046707,0.00035066516,0.00004571545,0.00005054326,0.000009314632,0.0038241816,0.000008323568],"about_ca_topic_score_codex":0.099195585,"about_ca_topic_score_gemma":0.115571186,"teacher_disagreement_score":0.099195585,"about_ca_system_score_codex":0.0014157932,"about_ca_system_score_gemma":0.0024840236,"threshold_uncertainty_score":0.19723642},"labels":[],"label_agreement":null},{"id":"W2110140011","doi":"10.4137/pcrt.s28338","title":"Clinical Prediction Rule for Patient Outcome after In-Hospital CPR: A New Model, Using Characteristics Present at Hospital Admission, to Identify Patients Unlikely to Benefit from CPR after In-Hospital Cardiac Arrest","year":2015,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":10,"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":"","keywords":"Medicine; Cardiopulmonary resuscitation; Cohort; Emergency medicine; Logistic regression; Retrospective cohort study; Intensive care medicine; Resuscitation; Return of spontaneous circulation; Internal medicine","score_opus":0.07473517642416855,"score_gpt":0.4131795024261879,"score_spread":0.33844432600201935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110140011","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":[0.6502615,0.0010610707,0.3318386,0.0029021075,0.00048479644,0.00077740755,0.004682771,0.0023900734,0.0056015984],"genre_scores_gemma":[0.91283,0.00019136809,0.082462266,0.0003211228,0.00015785407,0.00036815047,0.0027229749,0.000035266537,0.0009110283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990594,0.00028526798,0.00012837157,0.00021963891,0.00024694478,0.000060466922],"domain_scores_gemma":[0.9908654,0.006813885,0.000534491,0.00023812412,0.0012312505,0.00031682837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028009575,0.0011329056,0.0013051188,0.0025777991,0.00038566595,0.0013267632,0.0012038195,0.0007341397,0.0015124442],"category_scores_gemma":[0.013976817,0.0002555046,0.00078496395,0.00072829885,0.00025456893,0.0006830508,0.00067855057,0.0010098693,0.0005845248],"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":[0.002069353,0.0011946732,0.5109409,0.00029388512,0.00081492413,0.0011619093,0.00023737343,0.19453524,0.0014535465,0.0015488887,0.012726119,0.27302322],"study_design_scores_gemma":[0.00018283373,0.00048889895,0.026153665,0.00009314708,0.00023463268,0.0006349729,0.000056167133,0.96867263,0.0005710071,0.0016563366,0.0012169013,0.00003880593],"about_ca_topic_score_codex":0.0057050954,"about_ca_topic_score_gemma":0.004049481,"teacher_disagreement_score":0.0057050954,"about_ca_system_score_codex":0.0005416449,"about_ca_system_score_gemma":0.0012482324,"threshold_uncertainty_score":0.0148130655},"labels":[],"label_agreement":null},{"id":"W2121092019","doi":"10.4137/pcrt.s11908","title":"Program Assessment Framework for a Rural Palliative Supportive Service","year":2013,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Trinity Western University; Western University; Agriculture Food and Rural Development; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Palliative care; Nursing; Context (archaeology); Service (business); Medicine; Teamwork; Quality (philosophy); Psychology; Process management; Business; Political science; Geography; Marketing","score_opus":0.31097980952724624,"score_gpt":0.565000103114823,"score_spread":0.2540202935875767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121092019","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055872105,0.0029627797,0.6006474,0.06280926,0.00076185085,0.104365095,0.0013311951,0.0013284863,0.16992193],"genre_scores_gemma":[0.14794406,0.001043378,0.81266207,0.0023878436,0.000069874615,0.030490262,0.0006368934,0.00006688996,0.004698762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.92379874,0.055775993,0.006144659,0.001866597,0.009895145,0.0025189184],"domain_scores_gemma":[0.9388951,0.025843224,0.004526728,0.0018180388,0.023323508,0.005593437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09515357,0.0011430182,0.00084575335,0.007401718,0.005473665,0.0072340174,0.0039289473,0.003025786,0.0039788615],"category_scores_gemma":[0.061419956,0.0006428503,0.001745306,0.00418055,0.004826525,0.005582477,0.0074347914,0.0037589206,0.0009453087],"study_design_candidate":"observational","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":[0.0002349132,0.0024101862,0.016307872,0.004618138,0.00015870709,0.00094821275,0.04314744,0.021473726,0.0023690944,0.46606666,0.035606124,0.40665886],"study_design_scores_gemma":[0.0010851031,0.004365659,0.035343632,0.016480185,0.00041058197,0.0017588934,0.06125947,0.051042765,0.004104753,0.29437765,0.52915746,0.0006138716],"about_ca_topic_score_codex":0.021953275,"about_ca_topic_score_gemma":0.029812574,"teacher_disagreement_score":0.09515357,"about_ca_system_score_codex":0.026426347,"about_ca_system_score_gemma":0.09140754,"threshold_uncertainty_score":0.50322616},"labels":[],"label_agreement":null},{"id":"W2592360301","doi":"10.1177/1178224216688887","title":"Barriers to Access to Palliative Care","year":2017,"lang":"en","type":"review","venue":"Palliative Care Research and Treatment","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":332,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Palliative care; Nursing; Medicine; Service (business); Curative care; Health care; Business; Ambulatory care; Political science","score_opus":0.6629896460677418,"score_gpt":0.6360519657441763,"score_spread":0.02693768032356547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592360301","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058416664,0.9232936,0.0017607673,0.04079481,0.0008565,0.00006703153,0.00021670049,0.000026850874,0.027142053],"genre_scores_gemma":[0.10556424,0.8771641,0.0018248404,0.010555542,0.0008869736,0.00022226888,0.00030596356,0.000027816526,0.003448208],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993604,0.0031899696,0.0009691011,0.0004389181,0.0012492309,0.0005487654],"domain_scores_gemma":[0.9864668,0.009682502,0.0014153955,0.0002941088,0.0013797339,0.00076140213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006215246,0.00031794014,0.00093675306,0.0010414142,0.0008030078,0.0022663795,0.0011406476,0.0014881656,0.009606185],"category_scores_gemma":[0.021351151,0.0002432064,0.0006903332,0.0017363301,0.0016084657,0.0033026,0.004430199,0.0023263178,0.0013637922],"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":[0.00009785881,0.00007621376,0.0063692518,0.036830068,0.0002736321,0.0012675622,0.009407109,0.00070821214,0.00048744224,0.06881939,0.07761524,0.79804796],"study_design_scores_gemma":[0.00002825229,0.000048411173,0.0057802256,0.040137284,0.00010488274,0.00281998,0.0073606144,0.00009245512,0.00012630431,0.016035821,0.9274303,0.000035362653],"about_ca_topic_score_codex":0.004323171,"about_ca_topic_score_gemma":0.0050026905,"teacher_disagreement_score":0.009606185,"about_ca_system_score_codex":0.0015278754,"about_ca_system_score_gemma":0.005725584,"threshold_uncertainty_score":0.032869756},"labels":[],"label_agreement":null},{"id":"W2737059497","doi":"10.1177/1178224217719441","title":"An Analysis of Journey Mapping to Create a Palliative Care Pathway in a Canadian First Nations Community: Implications for Service Integration and Policy Development","year":2017,"lang":"en","type":"article","venue":"Palliative Care Research and Treatment","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; First Nations Health and Social Secretariat of Manitoba; Lakehead University; Centre for Addiction and Mental Health","funders":"","keywords":"Palliative care; Service (business); Policy development; Development (topology); Process management; Public administration; Political science; Economic growth; Regional science; Nursing; Sociology; Medicine; Business; Economics; Marketing","score_opus":0.4122185177560787,"score_gpt":0.5311718513910116,"score_spread":0.11895333363493293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737059497","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":[0.9309601,0.0010781846,0.0062510134,0.0066320994,0.00007126728,0.0012618268,0.00046533908,0.000058335594,0.05322175],"genre_scores_gemma":[0.9850134,0.0010719857,0.008025877,0.00023874098,0.0000040074538,0.00027336855,0.00021553563,0.000025229578,0.0051318044],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965012,0.0016045201,0.00007591818,0.00016015724,0.0006264588,0.0010316501],"domain_scores_gemma":[0.993375,0.0017082564,0.00046067513,0.00024640156,0.0028213046,0.0013882663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055288374,0.0003459105,0.00030563495,0.0027866012,0.016783476,0.004238499,0.0014287545,0.00058191497,0.0026075444],"category_scores_gemma":[0.012457858,0.00018277379,0.00038785546,0.00515792,0.0033868093,0.0019785366,0.0041298848,0.0013005692,0.00012894969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008925065,0.00012080358,0.040787596,0.0005535886,0.000019777935,0.0016152909,0.80211127,0.000973892,0.0007472139,0.026039882,0.005956428,0.12098506],"study_design_scores_gemma":[0.0000034567825,0.00003072341,0.030560361,0.00024690048,0.000009148322,0.0001575494,0.92806864,0.0006265935,0.00018960693,0.0014533723,0.038627174,0.000026458374],"about_ca_topic_score_codex":0.8922032,"about_ca_topic_score_gemma":0.9593714,"teacher_disagreement_score":0.10779679,"about_ca_system_score_codex":0.05742807,"about_ca_system_score_gemma":0.13723,"threshold_uncertainty_score":0.41667175},"labels":[],"label_agreement":null}]}