{"id":"W1853830092","doi":"10.1093/schbul/sbv091","title":"Specificity of Incident Diagnostic Outcomes in Patients at Clinical High Risk for Psychosis","year":2015,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health","keywords":"Psychosis; Anxiety; Mood disorders; Bipolar disorder; Mood; Psychiatry; Logistic regression; Psychology; Internal medicine; Clinical psychology; Medicine","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":[0.009942448,0.0004362591,0.0009397343,0.00161058,0.0003945756,0.001680489,0.0009921872,0.0009847657,0.00146957],"category_scores_gemma":[0.03415673,0.00045261,0.001227461,0.001219012,0.001005993,0.001036681,0.0020179,0.001439182,0.0001546667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075266,"about_ca_system_score_gemma":0.000489599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604278,"about_ca_topic_score_gemma":0.002433385,"domain_scores_codex":[0.9891236,0.006619984,0.000915759,0.00154927,0.001095943,0.0006953663],"domain_scores_gemma":[0.9565046,0.02783911,0.009495095,0.003242979,0.001559376,0.001358679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008336581,0.00004046385,0.9955556,0.00005462971,0.0002384101,0.0001024697,0.0001644038,0.00006930981,0.0001743562,0.00004634714,0.00006319131,0.002657303],"study_design_scores_gemma":[0.0000283071,0.0002509144,0.9982248,0.00002907011,0.0001560875,0.0004858812,0.000244182,0.0001950005,0.0001131555,0.000142889,0.000121025,0.000008699975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961764,0.001295003,0.0004519104,0.0001062996,0.00003343404,0.00003804366,0.0003077133,0.00001564319,0.001575509],"genre_scores_gemma":[0.9991612,0.0001748999,0.0001814803,0.00004226447,0.00002916711,0.00002241351,0.0003103238,0.000005568968,0.00007268933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009942448,"threshold_uncertainty_score":0.05258131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719442199196207,"score_gpt":0.3317781217351262,"score_spread":0.2945836997431641,"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."}}