{"id":"W2604773321","doi":"10.1017/s2045796016000767","title":"From the EBM pyramid to the Greek temple: a new conceptual approach to Guidelines as implementation tools in mental health","year":2017,"lang":"en","type":"editorial","venue":"Epidemiology and Psychiatric Sciences","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Place Centre; St. Michael's Hospital","funders":"","keywords":"Evidence-based medicine; Experiential knowledge; Process (computing); Computer science; Guideline; Scientific evidence; Knowledge management; Management science; Psychology; Data science; MEDLINE; Medicine; Engineering; Epistemology","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":[0.08140654,0.00157866,0.002504975,0.01674395,0.005796747,0.02378357,0.006836774,0.01560534,0.004579647],"category_scores_gemma":[0.1234729,0.00140168,0.002567504,0.01530508,0.06872693,0.03641177,0.0135751,0.01789403,0.001212374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03239235,"about_ca_system_score_gemma":0.05466414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04215951,"about_ca_topic_score_gemma":0.05628584,"domain_scores_codex":[0.8808878,0.0904798,0.008206345,0.003176306,0.01519217,0.002057633],"domain_scores_gemma":[0.894082,0.07569912,0.00573663,0.006803577,0.01426088,0.003417869],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001977724,0.00002597299,0.0002607074,0.0007575669,0.00002609196,0.0001839436,0.01583163,0.0006533208,0.0001372308,0.9240726,0.007697615,0.0503335],"study_design_scores_gemma":[0.00003698883,0.00007906506,0.0004775852,0.004616086,0.00005426724,0.0003642196,0.008778001,0.002714709,0.0001627696,0.8081402,0.1744886,0.00008742229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.004423015,0.02562946,0.5495028,0.3467477,0.003630991,0.001135988,0.0003525469,0.0005668342,0.06801057],"genre_scores_gemma":[0.1017008,0.01327333,0.8483505,0.02744642,0.0007929516,0.002110482,0.0002461009,0.0001837794,0.005895622],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9185935,"threshold_uncertainty_score":0.4305241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7271255877988831,"score_gpt":0.7036692060498132,"score_spread":0.02345638174906994,"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."}}