{"id":"W4388673058","doi":"10.46747/cfp.6911745","title":"Support for family physicians in the provision of mental health care","year":2023,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Work (physics); IMG; Medicine; Computer science; Data science; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967219,0.0004564706,0.0004265757,0.0006989847,0.01033082,0.002552943,0.001631391,0.0164767,0.06628387],"category_scores_gemma":[0.01729799,0.0004288874,0.0006558442,0.0005075683,0.002258167,0.003918597,0.002796876,0.01560797,0.01395021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006672198,"about_ca_system_score_gemma":0.0247575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1302236,"about_ca_topic_score_gemma":0.2821357,"domain_scores_codex":[0.9974318,0.0006956594,0.0001153259,0.0001782665,0.0006995914,0.0008793544],"domain_scores_gemma":[0.9749829,0.002986919,0.0009871416,0.0003685328,0.005407386,0.0152672],"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":[0.000004195579,0.00001978336,0.0004294495,0.00002017551,0.000002096972,0.0009202237,0.0001667286,0.00001384999,0.00005694134,0.0004443128,0.9911116,0.006810666],"study_design_scores_gemma":[0.00004057903,0.00003213217,0.003828699,0.0007134934,0.0000095131,0.004332767,0.002310995,0.0001170562,0.00005532152,0.002489971,0.9860306,0.00003884642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005652253,0.001151272,0.0001270321,0.9684315,0.007318956,0.00002485771,0.00004212116,0.00006331105,0.02227575],"genre_scores_gemma":[0.02035257,0.004095612,0.001317323,0.9128596,0.02065624,0.00009186513,0.0001102941,0.00007297062,0.04044351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1302236,"threshold_uncertainty_score":0.2589313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0418030803437214,"score_gpt":0.3462540782238881,"score_spread":0.3044509978801667,"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."}}