{"id":"W4400954681","doi":"10.3233/shti240313","title":"Adopting OurNotes in Canadian Mental Health Settings: Implementation Recommendations","year":2024,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Mental healthcare; Nursing; Mental health care; Health care; Medicine; Psychology; Medical education; Psychiatry; Political science","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":[0.1000801,0.001165038,0.0007810236,0.003350048,0.01005028,0.01043625,0.009102379,0.005078767,0.01389412],"category_scores_gemma":[0.1591969,0.0008000077,0.001595096,0.004258008,0.006477161,0.009006284,0.009224367,0.005783061,0.001382847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05717992,"about_ca_system_score_gemma":0.4187961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8078782,"about_ca_topic_score_gemma":0.9273009,"domain_scores_codex":[0.9268582,0.03402642,0.005982182,0.001823123,0.01735013,0.01395996],"domain_scores_gemma":[0.7603053,0.07202885,0.00985504,0.01035091,0.09255978,0.05489999],"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":[0.0003817497,0.002172551,0.03245038,0.007926496,0.0001039814,0.001358282,0.05362892,0.001360488,0.00195589,0.01812118,0.2891014,0.5914387],"study_design_scores_gemma":[0.0006941272,0.001231446,0.09603732,0.03390601,0.0003105222,0.0004364424,0.2938293,0.002251406,0.001991717,0.007973794,0.5606767,0.0006612332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09010392,0.009046887,0.01106228,0.7969667,0.00278561,0.01149468,0.001758736,0.001462737,0.07531842],"genre_scores_gemma":[0.5632687,0.03133493,0.2326937,0.1247343,0.000844126,0.0146728,0.002671614,0.0003982756,0.02938165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1921218,"threshold_uncertainty_score":0.5292805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387514975461913,"score_gpt":0.3892258914503381,"score_spread":0.3453507416957189,"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."}}