{"id":"W2086355585","doi":"10.1016/j.jval.2014.03.586","title":"Insights Into the Pan-Canadian Oncology Drug Revew Recommendations - Three Years After its Inception","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Limiting; Clinical trial; Cost effectiveness; Family medicine; Oncology; Internal medicine; Environmental health; Risk analysis (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04583164,0.0009578558,0.001448231,0.004119269,0.004549227,0.01408265,0.005017006,0.01505987,0.007126946],"category_scores_gemma":[0.1237642,0.0008169728,0.002201135,0.00616649,0.006464007,0.003914764,0.003002557,0.01830039,0.00111056],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08976799,"about_ca_system_score_gemma":0.2706955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9579149,"about_ca_topic_score_gemma":0.9805792,"domain_scores_codex":[0.9622322,0.006088413,0.002214616,0.001432857,0.02370203,0.00432992],"domain_scores_gemma":[0.8557342,0.03427203,0.005538069,0.003322214,0.08518333,0.0159502],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002098374,0.00007846369,0.00509862,0.0005010714,0.0001579695,0.000184061,0.0007590391,0.001791019,0.0001574542,0.08683491,0.8329111,0.07131647],"study_design_scores_gemma":[0.0001192791,0.00005304376,0.01750406,0.001836409,0.0001446013,0.00007931919,0.0008642236,0.001140546,0.0002626138,0.01344769,0.9643591,0.0001890752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00423817,0.0220673,0.001113761,0.9295179,0.006622567,0.0001129987,0.003837328,0.00009128031,0.03239873],"genre_scores_gemma":[0.1843828,0.04906457,0.02133568,0.6647246,0.009255421,0.0003654719,0.00545261,0.0003201754,0.06509873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9541684,"threshold_uncertainty_score":0.6513153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2974276300427056,"score_gpt":0.4120224945462408,"score_spread":0.1145948645035352,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}