{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01540959,0.000967226,0.005308125,0.001645223,0.00128551,0.002546779,0.002729099,0.01773578,0.009257573],"category_scores_gemma":[0.090475,0.0007296379,0.004083188,0.002832978,0.0014215,0.002983673,0.001074372,0.008642323,0.003080528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004952738,"about_ca_system_score_gemma":0.008070458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007463542,"about_ca_topic_score_gemma":0.02292293,"domain_scores_codex":[0.9890891,0.006075197,0.00217713,0.0005116707,0.001905685,0.0002412298],"domain_scores_gemma":[0.9005026,0.07940364,0.006852861,0.001045816,0.01070937,0.001485583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001086136,0.00004258232,0.0005220777,0.02552271,0.001367431,0.0006963981,0.0001002283,0.0001183983,0.0001394669,0.0009614263,0.9012944,0.06814878],"study_design_scores_gemma":[0.006243062,0.0008895679,0.008097431,0.09935173,0.01439452,0.002770985,0.0004260554,0.000419815,0.0004860958,0.009415983,0.8573335,0.0001711913],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0007901976,0.3257455,0.0003729352,0.6293704,0.03744419,0.0001494831,0.0009015613,0.00008624996,0.005139471],"genre_scores_gemma":[0.01219332,0.2704957,0.0009316796,0.6703075,0.04082367,0.0004913722,0.0003036936,0.00004111465,0.004411981],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01773578,"threshold_uncertainty_score":0.08149469,"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."}}