{"id":"W1935409368","doi":"","title":"Diagnoses 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":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medical diagnosis; Anxiety; Depression (economics); Differential diagnosis; Medicine; Psychiatry; Panic disorder; Generalized anxiety disorder; Family medicine; Psychology; Pathology","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":[0.0004729408,0.0002180278,0.0001619499,0.0007048337,0.0004914731,0.0003274441,0.0004463905,0.0004256822,0.0028246],"category_scores_gemma":[0.002303825,0.0003400225,0.0001456923,0.001316169,0.0003033972,0.0004276145,0.000505633,0.000535391,0.0004621773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002895767,"about_ca_system_score_gemma":0.002604489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3380285,"about_ca_topic_score_gemma":0.5435531,"domain_scores_codex":[0.999507,0.0001302997,0.00006664338,0.0000856634,0.000121918,0.00008856541],"domain_scores_gemma":[0.9978825,0.0003292364,0.0009493774,0.00005865061,0.0003598972,0.0004202708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002735663,0.00003218419,0.9960065,0.00003195503,0.0000186075,0.0002260444,0.0003198316,0.00003352923,0.0003438395,0.000009841504,0.001128181,0.001822004],"study_design_scores_gemma":[0.000007227841,0.00002624011,0.9986211,0.00001581302,0.000004091332,0.0002673198,0.0006725293,0.00006572923,0.00002810723,0.0000073007,0.0002811912,0.000003442705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951231,0.0002223656,0.00006063389,0.0003927437,0.000006814538,0.00005329369,0.003288055,0.000005618148,0.0008473735],"genre_scores_gemma":[0.997626,0.0003345797,0.0001318384,0.0003254411,0.000006644825,0.00003787644,0.001238086,0.000001370982,0.0002981117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6619715,"threshold_uncertainty_score":0.6721219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634692281604504,"score_gpt":0.3535012234200681,"score_spread":0.2900319952596177,"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."}}