{"id":"W121055416","doi":"10.15173/m.v1i6.648","title":"Vioxx: What Went Wrong?","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","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":[0.02374722,0.0006655285,0.001814988,0.001809667,0.004816465,0.01143385,0.002066035,0.02312841,0.01731606],"category_scores_gemma":[0.06768204,0.0004990681,0.001571092,0.00138108,0.01092179,0.01085786,0.004344537,0.02887843,0.004808673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00610754,"about_ca_system_score_gemma":0.01550312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025528,"about_ca_topic_score_gemma":0.02131552,"domain_scores_codex":[0.9863718,0.00553239,0.001402411,0.001049952,0.004155347,0.001488107],"domain_scores_gemma":[0.9702032,0.01170826,0.00245656,0.001679939,0.006875542,0.007076383],"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":[0.000535248,0.0002131398,0.002922555,0.001008468,0.0001988241,0.0004702673,0.0007872334,0.00007380216,0.0003659943,0.0963052,0.6678607,0.2292586],"study_design_scores_gemma":[0.0004081358,0.0002236305,0.002237748,0.003953299,0.0001762739,0.0003786533,0.0009983557,0.0001675352,0.0004323567,0.04744127,0.9434606,0.0001220867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007004349,0.02678539,0.0001820914,0.9355215,0.02667788,0.00001553852,0.00005977112,0.00004771636,0.01000962],"genre_scores_gemma":[0.02603235,0.02718365,0.001399433,0.8862363,0.03819255,0.00009094008,0.0000869151,0.0001684066,0.02060946],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02374722,"threshold_uncertainty_score":0.1255888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04849623070330496,"score_gpt":0.377307932765985,"score_spread":0.3288117020626801,"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."}}