{"id":"W4210485566","doi":"10.2196/preprints.11754","title":"An Evidence-Based Health Care Knowledge Integration System: Assessment Protocol (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de l'Outaouais; Université du Québec en Outaouais","funders":"","keywords":"Accreditation; Protocol (science); Specialty; Health care; Preprint; Knowledge translation; Quality (philosophy); Medicine; Medical education; Nursing; Knowledge management; Family medicine; Alternative medicine; Computer science; Political science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.09030017,0.002004771,0.004200927,0.006434696,0.004550844,0.007246976,0.003186914,0.006596259,0.1288427],"category_scores_gemma":[0.2055249,0.003360037,0.006511228,0.008926512,0.003478563,0.00588389,0.005034563,0.010079,0.030034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01635302,"about_ca_system_score_gemma":0.06562241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005973183,"about_ca_topic_score_gemma":0.011646,"domain_scores_codex":[0.9203486,0.03764715,0.02807753,0.002347427,0.009275537,0.00230371],"domain_scores_gemma":[0.7887587,0.07737342,0.02215661,0.01626641,0.08935676,0.006088181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02275941,0.004165689,0.003441235,0.2124928,0.001971523,0.0004017676,0.002979331,0.00549427,0.001798485,0.02229842,0.5172946,0.2049025],"study_design_scores_gemma":[0.06100848,0.005089611,0.02222334,0.2244526,0.001809247,0.000361091,0.003315125,0.005876048,0.00483998,0.02368681,0.6466065,0.0007311716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007340226,0.0002456736,0.004418694,0.001211855,0.0003475759,0.9707566,0.01762448,0.000287283,0.004373744],"genre_scores_gemma":[0.0008380298,0.0002027847,0.009533294,0.0004009949,0.0000243046,0.9859967,0.002388385,0.00001974631,0.0005957757],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1288427,"threshold_uncertainty_score":0.4775586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7122794884396062,"score_gpt":0.6569620715560787,"score_spread":0.05531741688352754,"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."}}