{"id":"W3208439544","doi":"10.7870/cjcmh-2021-016","title":"An Accessible Mental Health Self-Management Innovation for College Students","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; University of British Columbia","funders":"","keywords":"Mental health; Action plan; Medical education; Psychology; Plan (archaeology); Action (physics); Mental health service; Applied psychology; Medicine; Management; Psychiatry","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":[0.002050298,0.0003316913,0.0002233452,0.0005653258,0.003104992,0.002140945,0.001335567,0.0008297264,0.01373793],"category_scores_gemma":[0.004480783,0.00020187,0.0005590234,0.0003419705,0.001329926,0.001425197,0.007306208,0.002320535,0.001850316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771671,"about_ca_system_score_gemma":0.01221709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047665,"about_ca_topic_score_gemma":0.04263836,"domain_scores_codex":[0.9986498,0.0004355982,0.00003557685,0.00009464064,0.0003681183,0.0004163273],"domain_scores_gemma":[0.9959746,0.0005538499,0.0001513801,0.0003282692,0.0003064142,0.002685434],"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":[0.0001885265,0.008665832,0.01415636,0.0005021412,0.00002297393,0.0009837792,0.0330774,0.00027459,0.003997162,0.004984486,0.06930131,0.8638455],"study_design_scores_gemma":[0.0005579878,0.00458444,0.08590614,0.001321591,0.0001242611,0.001900262,0.1077764,0.002341754,0.005934913,0.01147983,0.777871,0.0002014348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7585577,0.001208068,0.03129686,0.05117515,0.002015602,0.003020711,0.0005108543,0.004653493,0.1475616],"genre_scores_gemma":[0.8466522,0.001329652,0.07108334,0.006163256,0.0003707452,0.001493586,0.0003844475,0.0002751838,0.07224764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373793,"threshold_uncertainty_score":0.04595792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2368697194861412,"score_gpt":0.4988618918853442,"score_spread":0.261992172399203,"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."}}