{"id":"W2837347473","doi":"10.1136/bmjebm-2018-110981","title":"One of the proposed solutions of the EBM Manifesto Educate the public in evidence-based healthcare to make informed decisions","year":2018,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Manifesto; Health care; Evidence-based medicine; Public relations; Political science; Psychology; Computer science; Medical education; MEDLINE; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1245869,0.00151922,0.001018998,0.002352582,0.008830499,0.02155502,0.004180207,0.03241573,0.01236405],"category_scores_gemma":[0.1485,0.0009336651,0.002462148,0.00210396,0.0325726,0.03045605,0.0158861,0.04390608,0.00572293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044882,"about_ca_system_score_gemma":0.03467863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006887218,"about_ca_topic_score_gemma":0.008067686,"domain_scores_codex":[0.8813733,0.08458451,0.006206468,0.004220241,0.01800194,0.005613612],"domain_scores_gemma":[0.8440029,0.09681767,0.009938141,0.01276922,0.0225662,0.01390591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005750706,0.0001604223,0.0007272038,0.0008954401,0.00003711649,0.0001360606,0.01089799,0.0002972133,0.0003422681,0.7693293,0.1802441,0.0368754],"study_design_scores_gemma":[0.0001065181,0.0002001388,0.0007219404,0.003042577,0.00004013124,0.0002653164,0.006103846,0.000973522,0.0006723685,0.2265216,0.7611564,0.0001956412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001316573,0.002619294,0.01777299,0.9346545,0.01066009,0.0002812835,0.0001299778,0.0001860062,0.03237939],"genre_scores_gemma":[0.1116502,0.007509875,0.1136993,0.6930622,0.01011164,0.001946415,0.0003198591,0.0005002972,0.06120005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1245869,"threshold_uncertainty_score":0.6588864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6084637929433494,"score_gpt":0.5074133762075725,"score_spread":0.1010504167357769,"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."}}