{"id":"W4386158489","doi":"10.1016/j.healthpol.2023.104901","title":"Therapeutic value of new medicines not submitted to Health Canada 2014-2021: Cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Health Policy","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Medicine; Alternative medicine; Food and drug administration; Value (mathematics); Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481089,0.0002039688,0.0007136628,0.0006130427,0.0002217651,0.00003802181,0.0003286239,0.00006368741,0.0003789362],"category_scores_gemma":[0.0001814481,0.000231998,0.00008597889,0.0009341753,0.00004264882,0.00007232089,0.00009881731,0.0002180624,0.0006477458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009052525,"about_ca_system_score_gemma":0.003898061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9183061,"about_ca_topic_score_gemma":0.2960353,"domain_scores_codex":[0.997055,0.00006072582,0.001450048,0.0004783461,0.00010328,0.0008526177],"domain_scores_gemma":[0.9979888,0.0001545412,0.0005066449,0.0004133123,0.00003752178,0.0008992063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007555145,0.0001675853,0.5592216,0.000186517,0.0001313777,0.00000261712,0.002618504,0.001099699,0.000004811315,0.1534645,0.2780773,0.004949914],"study_design_scores_gemma":[0.0008189396,0.0002577594,0.7408662,0.000007582675,0.000001159936,0.000001934039,0.00005920508,0.0007454683,0.000006308217,0.004487695,0.2525945,0.000153178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6967819,0.001092891,0.00009219711,0.2957237,0.001569263,0.001205752,0.00114636,0.00006818029,0.002319757],"genre_scores_gemma":[0.90259,0.0006090226,0.00003609682,0.09404735,0.001152035,0.00003195677,0.00003108547,0.00003947812,0.001463014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6222706,"threshold_uncertainty_score":0.9460606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520727065641252,"score_gpt":0.4302088628350472,"score_spread":0.278136156270922,"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."}}