{"id":"W4312889324","doi":"10.2196/39334","title":"Implementation of a Knowledge Management System in Mental Health and Addictions: Mixed Methods Case Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Department of Health, Western Cape Government; Killam Trusts; Nova Scotia Department of Health and Wellness","keywords":"Facilitator; Focus group; Scope (computer science); Stakeholder; Stakeholder engagement; Mental health; Quality (philosophy); Medical education; Scale (ratio); Knowledge management; Psychology; Process management; Medicine; Computer science; Engineering; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0243274,0.0005629924,0.0007435675,0.002145984,0.00611124,0.003668003,0.002957539,0.002641625,0.002503542],"category_scores_gemma":[0.02985084,0.0006956105,0.0009350949,0.001876487,0.002432411,0.00278928,0.004897022,0.002017447,0.0003039119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007688994,"about_ca_system_score_gemma":0.01079261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056573,"about_ca_topic_score_gemma":0.02181806,"domain_scores_codex":[0.9763927,0.01773666,0.001087888,0.0008366156,0.00208784,0.00185815],"domain_scores_gemma":[0.9706181,0.02003509,0.002835997,0.001536372,0.002508055,0.002466366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007601682,0.02297243,0.1168008,0.002757638,0.0002771383,0.01387581,0.6219416,0.0008466583,0.001913154,0.003772275,0.002400768,0.2116815],"study_design_scores_gemma":[0.0005430095,0.01473126,0.08100948,0.002909996,0.0003576568,0.009005578,0.8553669,0.003673458,0.00371952,0.001731802,0.02675366,0.0001977017],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929348,0.0004837107,0.001667419,0.0009017712,0.00001731482,0.001678254,0.00006242456,0.00001301707,0.002241408],"genre_scores_gemma":[0.9841819,0.001426977,0.009854347,0.0007369919,0.00002996185,0.002054109,0.00008402512,0.00002034228,0.0016113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0243274,"threshold_uncertainty_score":0.1286571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6095887153867517,"score_gpt":0.7722790086871344,"score_spread":0.1626902933003826,"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."}}