{"id":"W1995328682","doi":"10.1503/cmaj.070777","title":"Congratulations to our colleagues at Open Medicine","year":2007,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association","funders":"","keywords":"Publishing; Alternative medicine; World Wide Web; Data science; Computer science; Medical education; Medicine; Political science; Law; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009807617,0.002895331,0.002251658,0.002322755,0.004027002,0.006601178,0.003102902,0.00824586,0.03086373],"category_scores_gemma":[0.02732276,0.0009055949,0.001946016,0.001197393,0.002122937,0.008272283,0.005760143,0.02216047,0.05654022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258823,"about_ca_system_score_gemma":0.004800176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987809,"about_ca_topic_score_gemma":0.007887393,"domain_scores_codex":[0.9963747,0.0007977615,0.0002449628,0.0005382713,0.001672048,0.0003723117],"domain_scores_gemma":[0.9756938,0.002230963,0.001031884,0.0005209325,0.01019942,0.01032309],"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":[0.00002798075,0.00002796272,0.00006165568,0.0001068057,0.00001190165,0.0001190214,0.0000696988,0.0000218872,0.00007779423,0.0004557237,0.9867766,0.01224294],"study_design_scores_gemma":[0.00002492224,0.00004240896,0.0002200959,0.0002816101,0.00001289466,0.0004986849,0.0002868214,0.00003183799,0.00009644988,0.001239886,0.997235,0.00002949558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002844438,0.0693433,0.0007715309,0.5795419,0.3448834,0.00009831879,0.0001554832,0.0002125017,0.004709157],"genre_scores_gemma":[0.003176561,0.05710218,0.0024656,0.6493641,0.1799356,0.0003471452,0.0002717125,0.0003080914,0.107029],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03086373,"threshold_uncertainty_score":0.1032495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6453034706259311,"score_gpt":0.6460880139910998,"score_spread":0.000784543365168755,"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."}}