{"id":"W4240364382","doi":"10.1016/j.cjca.2018.01.024","title":"Society News","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Curiosity; Independence (probability theory); Gerontology; Classics; Management; History; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001221275,0.0009558116,0.0004912262,0.001580779,0.001927378,0.005657362,0.0009409547,0.006854124,0.3593628],"category_scores_gemma":[0.007345111,0.0004129719,0.0007183963,0.0009116394,0.0008640988,0.001971271,0.001791026,0.005315386,0.2767356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708364,"about_ca_system_score_gemma":0.00409164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00533839,"about_ca_topic_score_gemma":0.01504633,"domain_scores_codex":[0.9984471,0.000131018,0.00005327407,0.000163938,0.0008744386,0.0003301501],"domain_scores_gemma":[0.9949217,0.0004682929,0.0002234338,0.0002702806,0.00209683,0.0020194],"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":[0.00001109992,0.000009537932,0.00004556872,0.00002240618,0.000001325236,0.00005343735,0.000007671424,0.000004666432,0.00004737981,0.0006636956,0.9860951,0.01303811],"study_design_scores_gemma":[0.000005842675,0.000006916521,0.0002052336,0.00003276989,0.00000175518,0.00004503583,0.00002487967,0.000007191804,0.00002294739,0.000247864,0.9993974,0.000002134948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007223152,0.007026109,0.0003097325,0.1744202,0.2376045,0.00009329411,0.0009555594,0.0005643664,0.5783038],"genre_scores_gemma":[0.002612053,0.003284072,0.0001680721,0.04770322,0.03209512,0.00003750138,0.000527462,0.0001304209,0.9134421],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3593628,"threshold_uncertainty_score":0.9137912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4448451925757796,"score_gpt":0.5335735260977617,"score_spread":0.08872833352198206,"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."}}