{"id":"W2079313171","doi":"10.1136/ebmh.6.3.87","title":"Review: counselling in primary care may have short term benefits for people with common mental disorders","year":2003,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Primary care; Term (time); Psychology; Medicine; Psychiatry; Psychotherapist; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008416826,0.001038054,0.001781487,0.0003636573,0.0007108924,0.00006803546,0.0006174591,0.0005687594,0.0003594471],"category_scores_gemma":[0.000003685648,0.0009174178,0.0002946806,0.0003906188,0.0001424833,0.0002920555,0.00003584797,0.001438763,0.00005815806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00366523,"about_ca_system_score_gemma":0.0006282003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002491395,"about_ca_topic_score_gemma":0.007485358,"domain_scores_codex":[0.9937928,0.0005936451,0.001434849,0.001549975,0.0008887842,0.001739944],"domain_scores_gemma":[0.9974985,0.0004917494,0.000694206,0.0009250354,0.00006682542,0.0003237394],"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":[0.001065498,0.000525202,0.043725,0.03914863,0.000087274,0.00004536696,0.002447743,0.000006756975,7.50609e-7,0.00001141468,0.8306324,0.0823039],"study_design_scores_gemma":[0.009142943,0.006428511,0.01235196,0.138374,0.0003589059,0.00008233842,0.002008542,0.00001921858,0.00006074391,0.00002796174,0.8284757,0.002669108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01789773,0.5142838,0.0000453896,0.4369677,0.002924466,0.02403691,0.00218417,0.0001541127,0.001505706],"genre_scores_gemma":[0.01551746,0.1017103,0.0006037221,0.8530382,0.0006619638,0.004907412,0.02224695,0.0002848367,0.001029185],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4160705,"threshold_uncertainty_score":0.9993277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512300413901065,"score_gpt":0.3757550397779798,"score_spread":0.3206320356389691,"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."}}