{"meta":{"query_hash":"ee120a81ae25","filters":{"venue":"UCC Student Medical Journal"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/ee120a81ae25","api":"https://metacan.xera.ac/api/v1/cohort?venue=UCC+Student+Medical+Journal"},"results":[{"id":"W4403334894","doi":"10.33178/smj.2019.1.10","title":"Attitudes towards the use of mechanical restraints in psychiatric facilities: contrasting practices in Ireland and Ontario","year":2024,"lang":"en","type":"article","venue":"UCC Student Medical Journal","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","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":"Psychiatry; Psychology; Medicine","score_opus":0.1554462626955862,"score_gpt":0.4493866305162443,"score_spread":0.2939403678206581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403334894","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":[0.997649,0.00006748736,0.000029496405,0.0007261411,0.000005843127,0.000017842016,0.000060723076,0.0000014502848,0.0014420273],"genre_scores_gemma":[0.99895656,0.00016202079,0.00005450456,0.00022972042,0.000003790401,0.000014713179,0.00003190576,0.00000326449,0.0005433503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996822,0.0007926363,0.00030852796,0.00019364333,0.00084584445,0.0010374172],"domain_scores_gemma":[0.98921776,0.0016832431,0.0035078486,0.0002448888,0.0021647573,0.0031815108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022542977,0.00022524834,0.00042405835,0.0013206487,0.005723082,0.0029247804,0.0014351686,0.00093328353,0.002433628],"category_scores_gemma":[0.009273488,0.00062384835,0.00057662686,0.0024670837,0.004287846,0.0010310998,0.0032509826,0.001575614,0.00022173772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034438676,0.00017995828,0.7591192,0.00010199829,0.00005720238,0.00049634656,0.22824527,0.00012123888,0.0007207498,0.0005048489,0.00096766447,0.009141158],"study_design_scores_gemma":[0.000013161703,0.00010638986,0.79775405,0.00009889227,0.000013976436,0.00009122494,0.1999174,0.00014300205,0.00008877836,0.000054329605,0.001678298,0.00004047109],"about_ca_topic_score_codex":0.94239694,"about_ca_topic_score_gemma":0.9773234,"teacher_disagreement_score":0.05760306,"about_ca_system_score_codex":0.03577108,"about_ca_system_score_gemma":0.026629595,"threshold_uncertainty_score":0.25953853},"labels":[],"label_agreement":null},{"id":"W4403334911","doi":"10.33178/smj.2021.1.1","title":"Severe maternal morbidity in high income countries","year":2024,"lang":"en","type":"article","venue":"UCC Student Medical Journal","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"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":"High income countries; Medicine; Environmental health; Business; Intensive care medicine; Development economics; Economics; Developing country; Economic growth","score_opus":0.008998055993093204,"score_gpt":0.32691222461630726,"score_spread":0.31791416862321403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403334911","genre_codex":"review","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":[0.0438512,0.93193275,0.0003315534,0.00937272,0.0006921365,0.00012608519,0.0032956689,0.000018665936,0.010379221],"genre_scores_gemma":[0.39428192,0.59826267,0.0008974798,0.0030980187,0.0011208714,0.00019952815,0.0017152643,0.000006650005,0.000417652],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981213,0.0008130187,0.0004380832,0.00012358485,0.00038141813,0.0001224582],"domain_scores_gemma":[0.99310946,0.0031041591,0.0027566869,0.000121351026,0.000649148,0.00025921865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021581354,0.00040316588,0.0007193773,0.00373141,0.0004856738,0.001708923,0.00036935962,0.0004026531,0.0042953887],"category_scores_gemma":[0.007761131,0.00018422319,0.00070989534,0.0066969385,0.00073152676,0.00065507455,0.0011639051,0.0007105437,0.00017200316],"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":[0.0004166879,0.00008365382,0.29239836,0.17237036,0.003216345,0.0027239816,0.0038688,0.0007326206,0.000530921,0.008319793,0.04790661,0.4674318],"study_design_scores_gemma":[0.0001236724,0.00031316033,0.6505629,0.15342236,0.0025711085,0.0061034574,0.009766998,0.00025279,0.00041717253,0.0048517585,0.17152835,0.0000863548],"about_ca_topic_score_codex":0.010232807,"about_ca_topic_score_gemma":0.009902079,"teacher_disagreement_score":0.010232807,"about_ca_system_score_codex":0.0013914012,"about_ca_system_score_gemma":0.0034558612,"threshold_uncertainty_score":0.020346463},"labels":[],"label_agreement":null},{"id":"W4415350142","doi":"10.33178/smj.2025.1.24","title":"Amusement park rides and cardiac devices: heart dropper or device stopper?","year":2025,"lang":"en","type":"article","venue":"UCC Student Medical Journal","topic":"Transportation and Mobility Innovations","field":"Engineering","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":"Amusement; Theme park; Health care; Field (mathematics); Government (linguistics)","score_opus":0.012042225360147835,"score_gpt":0.3077583154269803,"score_spread":0.29571609006683247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415350142","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":[0.96994555,0.0054904106,0.00053351984,0.009989211,0.00037873033,0.00009943959,0.00052361545,0.000059731585,0.0129797375],"genre_scores_gemma":[0.9839717,0.0044981604,0.0011243096,0.0035838017,0.00031985104,0.000066623565,0.00037854188,0.000015859743,0.006041054],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934715,0.0001911436,0.00008041566,0.00007999969,0.00014881822,0.00015250914],"domain_scores_gemma":[0.9984428,0.00021634773,0.00071306806,0.00003622906,0.00026065973,0.0003309156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057833537,0.00026170083,0.0003042096,0.00043543894,0.0010108906,0.00066669116,0.00055715605,0.0009683966,0.012887619],"category_scores_gemma":[0.0033186183,0.00018687769,0.0002769959,0.00043462534,0.00042733684,0.00087433186,0.0006109521,0.0006189629,0.0018384999],"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":[0.00021229066,0.0003359788,0.9165756,0.0005431143,0.00009787855,0.0014738733,0.0017351017,0.000048534606,0.00061097654,0.0001127778,0.014822399,0.063431546],"study_design_scores_gemma":[0.00003389151,0.00081535487,0.9361996,0.0012254457,0.000113731745,0.0067491108,0.023600828,0.00028386377,0.0003766567,0.00017875152,0.030385684,0.000036980342],"about_ca_topic_score_codex":0.012773491,"about_ca_topic_score_gemma":0.02910612,"teacher_disagreement_score":0.012887619,"about_ca_system_score_codex":0.00053694,"about_ca_system_score_gemma":0.00048248377,"threshold_uncertainty_score":0.04311341},"labels":[],"label_agreement":null}]}