{"id":"W2811002132","doi":"10.1016/j.jval.2018.04.271","title":"Cancer Drug Recommendations Without Statistically Significant Overall Survival By The Pan-Canadian Oncology Drug Review","year":2018,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reimbursement; Confounding; Internal medicine; Clinical Oncology; Oncology; Cancer; Drug; Cancer drugs; Health care; Pharmacology","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":[0.01496934,0.0007399854,0.001663571,0.004614636,0.0009701761,0.003235396,0.00215393,0.001946629,0.009327441],"category_scores_gemma":[0.09108433,0.0003924159,0.002194856,0.007706626,0.001115226,0.001607746,0.0008141967,0.002681427,0.001285643],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0275581,"about_ca_system_score_gemma":0.08181579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7716579,"about_ca_topic_score_gemma":0.9065276,"domain_scores_codex":[0.9846141,0.004267288,0.001850174,0.0008645148,0.007359952,0.001043858],"domain_scores_gemma":[0.9264074,0.02079567,0.005627863,0.00184716,0.04258297,0.00273899],"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":[0.001045871,0.00004387349,0.01344335,0.01240901,0.003099368,0.000126688,0.0001220452,0.001958204,0.0001713698,0.01365155,0.6947575,0.2591712],"study_design_scores_gemma":[0.0009310352,0.0001642282,0.05639376,0.02357493,0.007128361,0.0002591823,0.0003144353,0.001840078,0.000504883,0.007326694,0.9014056,0.0001569327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0123152,0.6994053,0.001401668,0.1448077,0.006726493,0.0005150089,0.03242348,0.000177651,0.1022275],"genre_scores_gemma":[0.3489464,0.5182428,0.007961335,0.07259839,0.004222767,0.0003814409,0.02444128,0.0002405472,0.02296509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9850307,"threshold_uncertainty_score":0.4593736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3854665309541905,"score_gpt":0.4691142313822293,"score_spread":0.08364770042803876,"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."}}