{"id":"W2000993008","doi":"10.1136/bmj.325.7371.1016","title":"Detection of depression and anxiety in primary care: follow up study","year":2002,"lang":"en","type":"article","venue":"BMJ","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brain Research Trust; Wellcome Trust","keywords":"Battle; Anxiety; Depression (economics); Primary care; Breast cancer; Psychology; Psychoanalysis; Psychiatry; History; Medicine; Art; Family medicine; Cancer; Ancient history; Internal medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007815766,0.00008254187,0.000205776,0.00009372144,0.000232897,0.000001800494,0.00005857266,0.0002001845,0.00004968233],"category_scores_gemma":[0.00008786711,0.00007300252,0.00002252651,0.0001544798,0.00002070619,0.00006433178,0.0000477458,0.0004260612,0.00003106092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008935374,"about_ca_system_score_gemma":0.00004040076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005119666,"about_ca_topic_score_gemma":0.0009519072,"domain_scores_codex":[0.9982812,0.0006487628,0.0004454135,0.0002382508,0.0001259939,0.0002604027],"domain_scores_gemma":[0.9993336,0.0001653843,0.0001339663,0.0002477352,0.00004595003,0.00007341342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007999766,0.000108604,0.7898597,0.0002878354,0.000005261796,0.000003664812,0.02053867,8.805656e-7,0.001089852,0.000004340317,0.001153563,0.1868677],"study_design_scores_gemma":[0.002304419,0.0001620692,0.9869731,0.0001484821,0.000009051594,0.000001906926,0.005727907,0.00005193491,0.00007311098,0.00005178383,0.004417927,0.00007830279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744393,0.0006511198,0.00004798144,0.0002504957,0.000861888,0.00136273,0.000001725142,0.00003312644,0.02235164],"genre_scores_gemma":[0.9983861,0.000334759,0.00008812777,0.0004499646,0.0001665685,0.0001157874,0.000001949866,0.00001290227,0.0004437692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971134,"threshold_uncertainty_score":0.2976956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05283372590857901,"score_gpt":0.4121765728170886,"score_spread":0.3593428469085096,"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."}}