{"id":"W2128520220","doi":"","title":"Treatment and follow-up of anxiety and depression in clinical-scenario patients: survey of Saskatchewan family physicians.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Depression (economics); Anxiety; Major depressive episode; Medicine; Pharmacotherapy; Family medicine; Generalized anxiety disorder; Health care; MEDLINE; Psychiatry; Mood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000561311,0.0001609176,0.0001394548,0.0003602035,0.0006524853,0.0003454427,0.0003964945,0.0004905795,0.002966936],"category_scores_gemma":[0.003010086,0.0002977134,0.0001438837,0.0008271501,0.0002813672,0.0004515492,0.0004339985,0.0005907622,0.000376251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003628506,"about_ca_system_score_gemma":0.004231847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4365664,"about_ca_topic_score_gemma":0.6469376,"domain_scores_codex":[0.9994563,0.0001895615,0.00006711164,0.00007389275,0.000108917,0.0001041963],"domain_scores_gemma":[0.9968871,0.0005436891,0.001302557,0.00007548436,0.0004228057,0.0007682312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005488437,0.00008992392,0.9914026,0.00005188222,0.00002644399,0.0003400889,0.0008583068,0.00007040978,0.0004328042,0.00001420105,0.001809899,0.00484865],"study_design_scores_gemma":[0.00001437491,0.00007586376,0.996969,0.00003559901,0.000007303582,0.0002722616,0.001781179,0.0001058836,0.00004690598,0.000008804241,0.0006759597,0.000006827257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965396,0.0003310448,0.00005409375,0.0008573,0.000007270657,0.00003669484,0.001323145,0.0000043198,0.0008466143],"genre_scores_gemma":[0.9976879,0.000496167,0.0001613773,0.0006824972,0.000006592511,0.00003276854,0.0005645603,0.000001597205,0.0003665496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5634336,"threshold_uncertainty_score":0.8680506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06530767908960984,"score_gpt":0.3460747699000395,"score_spread":0.2807670908104297,"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."}}