{"id":"W2620844538","doi":"10.1016/j.schres.2017.05.032","title":"Depression and clinical high-risk states: Baseline presentation of depressed vs. non-depressed participants in the NAPLS-2 cohort","year":2017,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Center for Research Resources; National Institute of Mental Health; Commonwealth of Massachusetts; National Institutes of Health; Beth Israel Deaconess Medical Center","keywords":"Prodrome; Depression (economics); Psychiatry; Mood; Cohort; Mood disorders; Population; Major depressive disorder; Psychology; Clinical psychology; Medicine; Psychosis; Internal medicine; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009503869,0.0002994182,0.0007600028,0.0004293751,0.0007987873,0.0002595377,0.000862702,0.0002493373,0.0001050114],"category_scores_gemma":[0.006809085,0.0001918865,0.00016406,0.0003846745,0.001126669,0.0003298344,0.0005591739,0.001556885,0.00005992173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007812513,"about_ca_system_score_gemma":0.0006099547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442329,"about_ca_topic_score_gemma":0.003085462,"domain_scores_codex":[0.9928689,0.002044141,0.0009429068,0.0009242155,0.00214601,0.001073838],"domain_scores_gemma":[0.993313,0.002965997,0.0003344686,0.002231114,0.000592411,0.0005630334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03911592,0.001073411,0.9150546,0.0001273363,0.0002722027,0.0003068971,0.0002382373,0.00001457823,0.0005663991,0.0001167774,0.001118114,0.04199553],"study_design_scores_gemma":[0.01772816,0.001039511,0.965194,0.0002977504,0.0001717981,0.00001408408,0.0002303987,0.008004616,0.004836734,0.002267136,0.0000571142,0.0001587044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939299,0.0005939245,0.00008165736,0.002423546,0.0001150564,0.002484704,0.00009084892,0.00002764354,0.0002527174],"genre_scores_gemma":[0.9935857,0.003429464,0.001965967,0.00004080776,0.0002908433,0.0003993298,0.0001168436,0.00004639427,0.0001246454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0501394,"threshold_uncertainty_score":0.9738918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07858002137223931,"score_gpt":0.4333237554118291,"score_spread":0.3547437340395898,"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."}}