{"id":"W2117933106","doi":"10.1345/aph.1g654","title":"How Many “Me-Too” Drugs are Enough? The Case of Physician Preferences for Specific Statins","year":2006,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Medical prescription; Statin; Family medicine; Drug; Emergency medicine; Internal medicine; Pharmacology","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":[0.0001983685,0.0001337944,0.0002893322,0.00005123664,0.00006522724,0.0000143566,0.0001705645,0.00003233861,0.0002557522],"category_scores_gemma":[0.000007586998,0.00008996845,0.000134018,0.0001787022,0.0001543582,0.00008197644,0.000007077263,0.00009085043,0.00001202027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005156878,"about_ca_system_score_gemma":0.00004730128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007432795,"about_ca_topic_score_gemma":0.000004423529,"domain_scores_codex":[0.9990826,0.000038752,0.0002826353,0.0001868444,0.0002092809,0.0001999119],"domain_scores_gemma":[0.9988236,0.0001304322,0.0003929306,0.00027077,0.0003247206,0.00005755106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007955157,0.001126923,0.001401776,0.0005214535,0.0003025623,0.00004307636,0.00217788,0.0000136875,0.4345483,0.007944084,0.3531947,0.1979301],"study_design_scores_gemma":[0.002134725,0.0003725751,0.003060356,0.0001683348,0.00004539295,0.00002107845,0.003841533,0.0003261637,0.8070915,0.00513935,0.1776417,0.0001573351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720718,0.003948235,0.001302571,0.01835848,0.0001245844,0.0008959228,0.0001416783,0.00002898187,0.003127781],"genre_scores_gemma":[0.9883041,0.00158922,0.0004312008,0.003520621,0.0003707534,0.00008747465,0.00001853861,0.00001793438,0.005660178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3725431,"threshold_uncertainty_score":0.3668807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197760340018339,"score_gpt":0.3956675958431268,"score_spread":0.2758915618412929,"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."}}