{"id":"W2903751702","doi":"10.2196/11754","title":"An Evidence-Based Health Care Knowledge Integration System: Assessment Protocol","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de l'Outaouais; Université du Québec en Outaouais","funders":"","keywords":"Accreditation; Protocol (science); Health care; Specialty; Medicine; Knowledge translation; Quality (philosophy); Medical education; Nursing; Knowledge management; Family medicine; Alternative medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1358205,0.003316435,0.005920825,0.007533927,0.005368345,0.007379393,0.005265626,0.007979667,0.05127081],"category_scores_gemma":[0.1768601,0.003627372,0.008127041,0.009987694,0.003382309,0.007010282,0.007785858,0.008333831,0.01255082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01837589,"about_ca_system_score_gemma":0.07604557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005225326,"about_ca_topic_score_gemma":0.008246602,"domain_scores_codex":[0.8596171,0.06823608,0.04985088,0.004237165,0.01423621,0.003822606],"domain_scores_gemma":[0.7722446,0.08212847,0.0284995,0.01700768,0.0926962,0.007423558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05956104,0.01820714,0.01439536,0.2569709,0.004568263,0.0009763559,0.01066769,0.01257498,0.002503356,0.02283695,0.1407422,0.4559959],"study_design_scores_gemma":[0.1406464,0.02595481,0.05959673,0.2447023,0.007680343,0.0008482733,0.009195678,0.0225066,0.0126792,0.03192751,0.4427683,0.001493828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00168405,0.0002355392,0.004022158,0.0004941578,0.00006182638,0.9872218,0.003346348,0.0001449446,0.002789234],"genre_scores_gemma":[0.002047471,0.000186297,0.01412479,0.000168907,0.00000939429,0.9824889,0.0007422855,0.00001135442,0.0002205257],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1358205,"threshold_uncertainty_score":0.7182962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8994778357489546,"score_gpt":0.847528287460207,"score_spread":0.05194954828874754,"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."}}