{"id":"W3090391178","doi":"10.1002/9780470015902.a0029129","title":"Clinical Practice Guidelines and Managing Financial Conflicts of Interest","year":2020,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Quality (philosophy); Conflict of interest; Strengths and weaknesses; Health care; Business; Public relations; Clinical Practice; Political science; Accounting; Medicine; Finance; Psychology; Family medicine; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002514051,0.0002601175,0.0007078904,0.0001594923,0.0001117275,0.000008077771,0.0005483768,0.0008700796,0.001851923],"category_scores_gemma":[0.009533673,0.0002266157,0.0001021215,0.0003423204,0.001800087,0.000116872,0.0002584121,0.001480286,0.00003550584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007332775,"about_ca_system_score_gemma":0.0006426713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001370976,"about_ca_topic_score_gemma":0.00005125504,"domain_scores_codex":[0.9970682,0.0006464313,0.001168748,0.0005097836,0.0002574165,0.0003493894],"domain_scores_gemma":[0.9968312,0.001307143,0.0009475846,0.0001502416,0.0001940888,0.000569727],"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":[0.0001805036,0.0001688941,0.01003355,0.000636091,0.0001217218,0.00003522365,0.0003452445,0.000005101913,0.00003216487,0.005800615,0.9324292,0.05021171],"study_design_scores_gemma":[0.0005154462,0.0002630255,0.0003931872,0.0002076011,0.0001655319,0.000006319955,0.0002883098,0.0002033871,0.00005794398,0.0002925555,0.9973959,0.0002107544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002810617,0.01774859,0.00003268079,0.02480282,0.004020618,0.0005104478,0.0002172782,0.00008380832,0.9497731],"genre_scores_gemma":[0.04980528,0.449231,0.04223714,0.1531494,0.02408853,0.00009861322,0.00008226305,0.0005924216,0.2807153],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6690578,"threshold_uncertainty_score":0.9990605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6662394250851218,"score_gpt":0.6148009120662441,"score_spread":0.0514385130188777,"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."}}