{"id":"W2012030164","doi":"10.1056/nejmp068104","title":"Editorial Independence and the<i>Canadian Medical Association Journal</i>","year":2006,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association","funders":"","keywords":"Independence (probability theory); Medicine; Public health; Alternative medicine; Association (psychology); Population; Family medicine; Psychology; Nursing; Environmental health; 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"],"consensus_categories":[],"category_scores_codex":[0.01047623,0.00176507,0.002234409,0.005030268,0.00746698,0.01139495,0.00442606,0.01028208,0.01774444],"category_scores_gemma":[0.04515091,0.0008713349,0.001692034,0.003104082,0.005286687,0.002545708,0.001160195,0.01353826,0.007926778],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081277,"about_ca_system_score_gemma":0.01908401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016951,"about_ca_topic_score_gemma":0.2096784,"domain_scores_codex":[0.9859227,0.0008820041,0.001079823,0.0006713412,0.01035013,0.001093947],"domain_scores_gemma":[0.90598,0.01361937,0.002834446,0.00259513,0.06268584,0.01228521],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001335548,0.000002742261,0.00004017448,0.00007192053,0.000005011598,0.00002915164,0.00001423489,0.000004977825,0.00001698609,0.0002167527,0.9972768,0.002307814],"study_design_scores_gemma":[0.00001728943,0.00000695598,0.0007091088,0.0002897146,0.00001949512,0.0000847968,0.00008198059,0.00003415449,0.00004634307,0.0003742809,0.9983192,0.00001670812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00008323193,0.006656466,0.00005473032,0.1116872,0.8753483,0.00002247754,0.0001087052,0.00005454741,0.005984389],"genre_scores_gemma":[0.002701199,0.009639841,0.0002069249,0.06544602,0.8966001,0.00003353981,0.0001277345,0.00008124134,0.0251634],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9895238,"threshold_uncertainty_score":0.2022063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955405901872354,"score_gpt":0.4067095488605542,"score_spread":0.3771554898418307,"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."}}