{"id":"W1581563704","doi":"10.1111/jep.12280","title":"Evidence‐informed person‐centered healthcare part I: Do ‘cognitive biases plus’ at organizational levels influence quality of evidence?","year":2014,"lang":"en","type":"review","venue":"Journal of Evaluation in Clinical Practice","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Royal University Hospital; South Bruce Grey Health Centre; University of Saskatchewan","funders":"","keywords":"Health care; Cognitive bias; Psychology; Cognition; Incentive; Conflict of interest; Public relations; Unconscious mind; Social psychology; Business; Political science; Finance; Economics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3903394,0.0007597021,0.00221338,0.008175872,0.002437967,0.02038492,0.003801741,0.005824699,0.005531216],"category_scores_gemma":[0.7123145,0.001445601,0.001872383,0.01117133,0.02710731,0.01884197,0.01076881,0.008240812,0.0007577142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01765703,"about_ca_system_score_gemma":0.028727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004199685,"about_ca_topic_score_gemma":0.003502412,"domain_scores_codex":[0.3784223,0.4941097,0.05619624,0.01238503,0.05484625,0.004040516],"domain_scores_gemma":[0.08572926,0.7907791,0.08502008,0.01491395,0.02054645,0.003011077],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006536657,0.0002834852,0.08686089,0.1247628,0.004216133,0.0003841336,0.06598167,0.002687924,0.0009389978,0.2578466,0.02171355,0.4336701],"study_design_scores_gemma":[0.0003598251,0.0009375914,0.08371755,0.2718618,0.002346494,0.001221275,0.03725012,0.003289915,0.002557261,0.4862605,0.1096651,0.0005326459],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.06446506,0.2601893,0.04519117,0.5793813,0.002504837,0.002290263,0.001250069,0.0001440831,0.04458393],"genre_scores_gemma":[0.8632985,0.05186876,0.03474257,0.0454523,0.001352389,0.002331823,0.0002045713,0.00008016279,0.0006689097],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6096606,"threshold_uncertainty_score":0.7518201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9671374473620484,"score_gpt":0.7756502609256866,"score_spread":0.1914871864363619,"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."}}