{"id":"W4309048291","doi":"10.9778/cmajo.20220063","title":"Time to potential for listing of new drugs on public and private formularies in Canada: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Formulary; Notice; Agency (philosophy); Listing (finance); Medicine; Marketing; Business; Public relations; Family medicine; Political science; Finance; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748863,0.000299047,0.0004284675,0.002098686,0.002306488,0.002061927,0.002174681,0.0009900762,0.005765386],"category_scores_gemma":[0.008102643,0.0006073817,0.001243605,0.005903282,0.001004581,0.001213951,0.001196082,0.00176284,0.0003662587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02771401,"about_ca_system_score_gemma":0.03014628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803815,"about_ca_topic_score_gemma":0.9795154,"domain_scores_codex":[0.9973133,0.0001874644,0.0003021838,0.0004309114,0.000989726,0.0007763036],"domain_scores_gemma":[0.9895572,0.001174035,0.00432207,0.0003153915,0.002849109,0.001782151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006730555,0.00003202053,0.9972754,0.00004845133,0.00005227125,0.00003351309,0.0004387507,0.00004630239,0.00002707412,0.00006784682,0.0007965103,0.001114399],"study_design_scores_gemma":[0.000004437071,0.00003102194,0.9977213,0.0000503874,0.00002838273,0.00004248106,0.001267519,0.000135012,0.00002474578,0.00001359481,0.0006692671,0.00001185055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800685,0.001261513,0.0001226045,0.0009269309,0.00002586541,0.0001184321,0.01361292,0.00001999828,0.00384331],"genre_scores_gemma":[0.995213,0.0005906324,0.0001501911,0.000272448,0.00001084422,0.00004044136,0.002979846,0.00000906483,0.0007335948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02771401,"threshold_uncertainty_score":0.2010802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09382472957189025,"score_gpt":0.3213092771062047,"score_spread":0.2274845475343144,"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."}}