{"id":"W4384283480","doi":"10.46747/cfp.6907481","title":"Psychiatric consultation","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Winnipeg Regional Health Authority; University of Manitoba","funders":"University of Manitoba","keywords":"Referral; Primary care; Medicine; Intervention (counseling); Mental health; Service (business); Secondary care; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003122361,0.000400043,0.0003180153,0.0007127366,0.001009271,0.0009208092,0.0007376606,0.0006211465,0.2574027],"category_scores_gemma":[0.002284593,0.0001257703,0.0002862094,0.0008476897,0.0002240687,0.0004679158,0.001230687,0.0008333006,0.04643226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318598,"about_ca_system_score_gemma":0.003731915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207915,"about_ca_topic_score_gemma":0.04151989,"domain_scores_codex":[0.9993669,0.0001102173,0.00005308336,0.0001025559,0.0001667376,0.0002003242],"domain_scores_gemma":[0.9991554,0.00007431878,0.0001216484,0.00003958674,0.0002958709,0.0003132159],"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":[0.0002316102,0.0002036863,0.0343026,0.000896502,0.00002669374,0.002962117,0.0005747409,0.0001522257,0.0005316322,0.004046848,0.6423436,0.3137277],"study_design_scores_gemma":[0.0002281492,0.0002428126,0.110144,0.001387759,0.00004294571,0.0104651,0.002256168,0.0002881264,0.0003826272,0.002003223,0.8725256,0.00003341293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.06056117,0.0082474,0.001560287,0.02600635,0.002579127,0.001002769,0.01385846,0.0006342417,0.8855502],"genre_scores_gemma":[0.4293214,0.0143525,0.003862015,0.01959416,0.001942327,0.0007661221,0.0150269,0.0002769426,0.5148576],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2574027,"threshold_uncertainty_score":0.8610978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690568285571593,"score_gpt":0.3325573347176102,"score_spread":0.2956516518618943,"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."}}