{"id":"W4404850065","doi":"10.18553/jmcp.2024.30.12.1349","title":"Fear of missing out: Drug availability in the United States vs Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Managed Care & Specialty Pharmacy","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Drug; MEDLINE; Medicine; Environmental health; Pharmacology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002892989,0.0001220487,0.0003592508,0.002052485,0.001833936,0.001884064,0.001006969,0.0005473671,0.004168261],"category_scores_gemma":[0.01536831,0.0001690341,0.0005857183,0.006522892,0.001520893,0.001052302,0.001430723,0.001663684,0.0001341855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01700541,"about_ca_system_score_gemma":0.02342925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9457796,"about_ca_topic_score_gemma":0.9584642,"domain_scores_codex":[0.996796,0.0004272311,0.0002516916,0.0003213531,0.001452757,0.0007509832],"domain_scores_gemma":[0.9760779,0.00445146,0.01098036,0.0003935927,0.004489266,0.003607359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008300826,0.00002644136,0.9908524,0.00004545191,0.00006917718,0.00008938552,0.0007018603,0.000175568,0.00001854901,0.0007202731,0.002976987,0.004241039],"study_design_scores_gemma":[0.00000914858,0.00002628212,0.9915763,0.0001981523,0.00006559307,0.0001464162,0.00361235,0.0006850741,0.00005616431,0.0002731458,0.003330773,0.00002076259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524614,0.002867227,0.0003621991,0.00938798,0.0000535237,0.0001051844,0.009089728,0.00001543233,0.02565721],"genre_scores_gemma":[0.996567,0.0007542854,0.000128618,0.0008035121,0.00001850474,0.00001621168,0.001235022,0.000004867973,0.0004719452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05422044,"threshold_uncertainty_score":0.1233835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04763722699797736,"score_gpt":0.3059557295201401,"score_spread":0.2583185025221628,"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."}}