{"id":"W4321503998","doi":"10.46747/cfp.690281","title":"Collaborative mental health care","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care; College of Family Physicians of Canada; St. Joseph’s Healthcare Hamilton; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Mental health; Coronavirus disease 2019 (COVID-19); Mental health care; Mental illness; Medicine; 2019-20 coronavirus outbreak; Point (geometry); Psychiatry; Family medicine; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005887338,0.0001633315,0.0001987023,0.000228953,0.000603664,0.00003228859,0.0001701239,0.00005614832,0.00004130208],"category_scores_gemma":[6.955499e-7,0.0001702506,0.00004659621,0.0009263505,0.00004955885,0.00007982648,0.00001616527,0.0001022107,0.00437624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007462076,"about_ca_system_score_gemma":0.0004360358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04747255,"about_ca_topic_score_gemma":0.05911696,"domain_scores_codex":[0.9985529,0.00008299893,0.000169876,0.0003174782,0.0001258687,0.0007508332],"domain_scores_gemma":[0.9990526,0.00001723421,0.00006190767,0.0002544119,0.00003890219,0.0005749487],"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":[0.00001806198,0.0000295185,0.0003028893,0.00002607666,0.00005225583,0.00005940663,0.008350736,8.769094e-7,0.00002916752,0.004879612,0.7872214,0.19903],"study_design_scores_gemma":[0.0009541097,0.0002373794,0.0680435,0.00004691586,0.000007448612,3.263717e-7,0.0743245,0.000006286155,0.00003519889,0.0001490098,0.8559105,0.0002848701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2916035,0.004128271,5.435326e-7,0.005615635,0.002758481,0.001266439,0.001890987,0.000218445,0.6925177],"genre_scores_gemma":[0.8668807,0.00004244268,0.00002103342,0.127035,0.0003402064,0.000175151,0.001523359,0.00004770257,0.003934377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6885833,"threshold_uncertainty_score":0.996399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555110446966785,"score_gpt":0.3485905767460283,"score_spread":0.3230394722763604,"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."}}