{"id":"W3091884049","doi":"10.1093/eurpub/ckaa165.179","title":"The NCCMT’s dynamic model for evidence-informed public health","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Public health; Evidence-based practice; Public relations; Context (archaeology); Evidence-based medicine; Health policy; Globe; Evidence-based policy; Management science; Psychology; Political science; Medicine; MEDLINE; Nursing; Alternative medicine; Economics","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":[0.02757188,0.001447219,0.001967393,0.004180938,0.002382381,0.00851389,0.005014087,0.007837102,0.02267526],"category_scores_gemma":[0.07308641,0.001428804,0.003571083,0.005099765,0.005215104,0.01018034,0.005985057,0.005286943,0.002508355],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01859559,"about_ca_system_score_gemma":0.02268043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02965019,"about_ca_topic_score_gemma":0.02092223,"domain_scores_codex":[0.9713528,0.02014745,0.001287296,0.002280814,0.003478348,0.00145338],"domain_scores_gemma":[0.9512488,0.03845955,0.002056415,0.001318569,0.004692106,0.002224635],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001094122,0.00007475458,0.001244056,0.0005683442,0.000149537,0.0003107958,0.0007482348,0.1269238,0.00009950812,0.8405069,0.008688061,0.0205766],"study_design_scores_gemma":[0.0002001816,0.0001081744,0.0007163413,0.0008321497,0.0001805743,0.0004388698,0.0006214313,0.169961,0.0001488839,0.7773948,0.04930909,0.00008855099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02735993,0.003185375,0.5249224,0.1264324,0.0008100048,0.002683712,0.005571057,0.0005144178,0.3085207],"genre_scores_gemma":[0.6537216,0.00443362,0.2912697,0.006245764,0.0005138545,0.006457758,0.002553675,0.0002074729,0.03459653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9814044,"threshold_uncertainty_score":0.1458158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.462258114004202,"score_gpt":0.5247141565276138,"score_spread":0.06245604252341175,"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."}}