{"id":"W7139229985","doi":"","title":"Int. J. Methods Psychiatr. Res.","year":2002,"lang":"en","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Depression (economics); National Comorbidity Survey; Anxiety; Generalized anxiety disorder; Epidemiology; Disease; Mental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01411671,0.001308636,0.001340711,0.002737952,0.002729043,0.005070955,0.001972127,0.002185653,0.06939236],"category_scores_gemma":[0.02265627,0.001010486,0.001916493,0.00210275,0.001959294,0.00249017,0.004256935,0.002948751,0.03259243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138808,"about_ca_system_score_gemma":0.00965825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01629048,"about_ca_topic_score_gemma":0.02605055,"domain_scores_codex":[0.9938694,0.003647644,0.000563386,0.0004319759,0.001218968,0.0002684937],"domain_scores_gemma":[0.9904894,0.003856399,0.0005564984,0.002679986,0.001956794,0.0004610479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002246862,0.0003110715,0.01266301,0.001893029,0.0002539594,0.000243003,0.002141202,0.0005933589,0.0003229466,0.05087295,0.1244632,0.8060175],"study_design_scores_gemma":[0.0003788802,0.0003006287,0.05453904,0.005146527,0.0009372821,0.00262131,0.007886269,0.009325219,0.001087741,0.1695898,0.7480145,0.0001726934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03185512,0.1659357,0.2255863,0.08949225,0.01168146,0.004203016,0.01337784,0.00357464,0.4542937],"genre_scores_gemma":[0.3549512,0.1385617,0.2547567,0.01570339,0.004645973,0.01432914,0.01019405,0.001451298,0.2054067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9306076,"threshold_uncertainty_score":0.2321405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732966546169494,"score_gpt":0.4249865112826582,"score_spread":0.3516898566657088,"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."}}