{"id":"W7096062561","doi":"","title":"PAPER Questionable content of an industry-supported medical school lecture series: a case study","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical school; Content (measure theory); Content analysis; Opioid; Alternative medicine; Pharmaceutical industry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002415181,0.001101218,0.0004714945,0.002140689,0.008091755,0.003739284,0.00270965,0.005622606,0.008669443],"category_scores_gemma":[0.01434342,0.0006819515,0.001209021,0.001101211,0.003145667,0.002127185,0.002987102,0.004642322,0.001370567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005124035,"about_ca_system_score_gemma":0.003911415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003844101,"about_ca_topic_score_gemma":0.009130537,"domain_scores_codex":[0.9954442,0.001943378,0.0002601814,0.0003977572,0.001110712,0.0008437656],"domain_scores_gemma":[0.9910519,0.004363604,0.001762289,0.0003905759,0.0005477678,0.001883842],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001912966,0.002518101,0.03784223,0.0005912287,0.00006188307,0.8446124,0.05572817,0.0007236594,0.002272486,0.007687485,0.0132825,0.03448866],"study_design_scores_gemma":[0.00004922976,0.0005278061,0.00982342,0.0006045984,0.0000690116,0.8489221,0.07892887,0.001483493,0.002705382,0.001582613,0.05521403,0.00008954336],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523573,0.001900862,0.005498768,0.01292311,0.001020084,0.0005921929,0.0001220812,0.0001098754,0.0254757],"genre_scores_gemma":[0.9817643,0.001279225,0.003611126,0.00186845,0.0004498731,0.0001392162,0.00005641459,0.0000578719,0.01077359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9975848,"threshold_uncertainty_score":0.03717762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112639630645002,"score_gpt":0.322313888968178,"score_spread":0.311187492661728,"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."}}