{"id":"W2037819798","doi":"10.1001/jamapsychiatry.2013.281","title":"Mapping Common Psychiatric Disorders","year":2012,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Cancer Institute; National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Context (archaeology); Psychiatry; Incidence (geometry); Substance abuse; Eating disorders; Alcohol abuse; Medicine; Alcohol use disorder; Psychology; Clinical psychology; Alcohol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008380456,0.0005365313,0.0004820183,0.003457264,0.0007255459,0.00116003,0.0008318155,0.0004672713,0.006622184],"category_scores_gemma":[0.007285041,0.0001828222,0.0005910734,0.004759036,0.0006653335,0.0008676602,0.003031106,0.0005432196,0.0008354604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036333,"about_ca_system_score_gemma":0.00183858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201498,"about_ca_topic_score_gemma":0.0228693,"domain_scores_codex":[0.9983089,0.0005407491,0.0001396888,0.0005799753,0.0002524838,0.0001781061],"domain_scores_gemma":[0.9967971,0.0008088568,0.001344893,0.0003644049,0.00038231,0.0003024093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275441,0.00003229645,0.8864682,0.0004543588,0.0001876454,0.0006669366,0.001770587,0.00248123,0.001214488,0.004448504,0.002760842,0.09938736],"study_design_scores_gemma":[0.0000257068,0.0001157937,0.9633167,0.0002702698,0.00009799565,0.003467635,0.003976792,0.003475853,0.0004053196,0.01167481,0.01314028,0.00003286007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921091,0.004291221,0.03807655,0.001871806,0.0001161338,0.0004150971,0.01884131,0.0002282173,0.0150686],"genre_scores_gemma":[0.9771887,0.00138921,0.01502983,0.0001571346,0.00003711013,0.0002010391,0.005074323,0.00002741151,0.0008951264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201498,"threshold_uncertainty_score":0.04377365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0382863135131797,"score_gpt":0.3899667449010935,"score_spread":0.3516804313879138,"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."}}