{"id":"W2051821736","doi":"10.1136/bmj.e2914","title":"No better than less expensive drugs","year":2012,"lang":"en","type":"letter","venue":"BMJ","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Data science; Medicine; Intensive care medicine; World Wide Web","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":[0.01143423,0.0008746581,0.002462171,0.001444808,0.001228203,0.002766,0.00148172,0.01178851,0.02219976],"category_scores_gemma":[0.05083926,0.0005715126,0.002238489,0.001266646,0.001646605,0.003953694,0.001207519,0.01455645,0.006303402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027315,"about_ca_system_score_gemma":0.001855292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592266,"about_ca_topic_score_gemma":0.005684807,"domain_scores_codex":[0.991392,0.004717926,0.0008477911,0.0008151627,0.00188205,0.0003449549],"domain_scores_gemma":[0.9634456,0.02780812,0.002922051,0.001048745,0.003044297,0.00173126],"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":[0.002148532,0.0001003583,0.002025358,0.003523819,0.002198637,0.0009587342,0.00009227814,0.0002063119,0.0005072351,0.009649584,0.8478829,0.1307063],"study_design_scores_gemma":[0.005541909,0.0008824199,0.005663787,0.01075764,0.003493032,0.003183757,0.0004421784,0.0007800968,0.0007312135,0.06244695,0.9058846,0.0001924463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001217596,0.07648433,0.0003628002,0.8948058,0.01854938,0.00002321568,0.0003662351,0.00004218177,0.008148476],"genre_scores_gemma":[0.02404532,0.03979327,0.0006190744,0.8787523,0.05124458,0.00005553881,0.0002475479,0.00005254319,0.005189822],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02219976,"threshold_uncertainty_score":0.07426554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772740677357852,"score_gpt":0.2806491439481303,"score_spread":0.2529217371745518,"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."}}