{"id":"W2415862170","doi":"10.1097/acm.0b013e318271f8da","title":"Perspective","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00117325,0.0003564835,0.0002492335,0.0005419739,0.002837358,0.004510649,0.000938918,0.003495877,0.1418584],"category_scores_gemma":[0.00358738,0.0001376158,0.0002982577,0.0005273138,0.002021522,0.002916933,0.003276159,0.003853555,0.03913946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755238,"about_ca_system_score_gemma":0.005000505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003404607,"about_ca_topic_score_gemma":0.005729544,"domain_scores_codex":[0.9985902,0.0003172329,0.00004321374,0.0002732282,0.000422677,0.0003534065],"domain_scores_gemma":[0.9984254,0.0002023359,0.00008373607,0.0001580001,0.0004987429,0.0006318232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005304242,0.00006124419,0.001737626,0.0001583083,0.00000944951,0.00061942,0.002006456,0.00008771703,0.0004134194,0.2911986,0.5873082,0.1163464],"study_design_scores_gemma":[0.000004137105,0.000009673224,0.0004985046,0.0001008826,0.000001707438,0.0003325745,0.0009559416,0.00001415074,0.00006089389,0.01153282,0.9864846,0.000004131333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002843451,0.003616599,0.002276788,0.1011719,0.0074434,0.00005625856,0.0003030345,0.00009471915,0.8821938],"genre_scores_gemma":[0.1115908,0.008842591,0.003142208,0.1313188,0.005251162,0.0001806785,0.0006905116,0.000177876,0.7388055],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1418584,"threshold_uncertainty_score":0.4745635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702696687472186,"score_gpt":0.5100339332886324,"score_spread":0.2397642645414139,"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."}}