{"id":"W2108368831","doi":"","title":"Contributors to primary care guidelines: What are their professions and how many of them have conflicts of interest?","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Guideline; Family medicine; Conflict of interest; Medicine; Jurisdiction; Primary care; Relevance (law); MEDLINE; Political science; Law; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01945776,0.0002480292,0.0006670001,0.006981304,0.002254939,0.002315795,0.001197665,0.0009682744,0.002672274],"category_scores_gemma":[0.1500379,0.0004344708,0.0003874931,0.01022851,0.001228024,0.00177862,0.001748772,0.00103476,0.0004964515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006389483,"about_ca_system_score_gemma":0.01721688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1524005,"about_ca_topic_score_gemma":0.3013006,"domain_scores_codex":[0.9666674,0.01157398,0.005144797,0.002648419,0.01173822,0.002227144],"domain_scores_gemma":[0.8090472,0.06458788,0.06985942,0.005409493,0.03997926,0.0111167],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006396099,0.00002899392,0.9640175,0.0004988672,0.00007754589,0.0002645076,0.004948015,0.00002530132,0.00006920649,0.0002807874,0.009801756,0.01992363],"study_design_scores_gemma":[0.00002917875,0.00003284099,0.9708062,0.001595726,0.0001325519,0.0007926296,0.009988073,0.0002261553,0.0001315236,0.0003786153,0.01586176,0.00002471643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407426,0.01457576,0.001667643,0.0176849,0.0003140126,0.0008870891,0.01150872,0.00005620098,0.01256306],"genre_scores_gemma":[0.9852043,0.004339351,0.00318517,0.002251187,0.0001698484,0.0004467343,0.003062032,0.00003427397,0.001307183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9990317,"threshold_uncertainty_score":0.3030268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.776411302488486,"score_gpt":0.5297316256557855,"score_spread":0.2466796768327005,"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."}}