{"id":"W2016974469","doi":"10.1016/j.psychres.2014.06.023","title":"The content of attenuated psychotic symptoms in those at clinical high risk for psychosis","year":2014,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary","funders":"National Institute of Mental Health; Commonwealth of Massachusetts","keywords":"Psychosis; Content (measure theory); Psychology; Reliability (semiconductor); Clinical psychology; Codebook; Schizophrenia (object-oriented programming); Content analysis; Psychiatry; Computer science; Artificial intelligence","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":[0.006570826,0.0001926477,0.0005061544,0.0002947497,0.0003755767,0.00003510935,0.0004142773,0.0001778139,0.00007144574],"category_scores_gemma":[0.001820048,0.0001163573,0.0003220012,0.0006864627,0.0005434841,0.00003680138,0.0001107344,0.0008411842,0.0001632317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462259,"about_ca_system_score_gemma":0.0002907582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005878005,"about_ca_topic_score_gemma":0.00280803,"domain_scores_codex":[0.9954991,0.001067076,0.0008381715,0.0005928529,0.001074588,0.0009282311],"domain_scores_gemma":[0.9946782,0.003062352,0.0001511502,0.00111231,0.000563664,0.0004322977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02634017,0.001274529,0.9081787,0.00009220246,0.0003328673,0.000002246923,0.00003255609,0.000001102684,0.00008445184,0.004449165,0.01368366,0.04552831],"study_design_scores_gemma":[0.0163356,0.004361111,0.9639924,0.0002234909,0.00007359408,0.000008077232,0.0001082353,0.0007934087,0.00008606714,0.01089614,0.003009571,0.0001123222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764484,0.00158257,0.00006512549,0.01849394,0.0007923887,0.002096543,0.00004099813,0.00002741724,0.0004526526],"genre_scores_gemma":[0.9932078,0.001848227,0.002384871,0.00009976087,0.0004569844,0.0005654861,0.00003307074,0.00004404939,0.001359719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05581364,"threshold_uncertainty_score":0.4744915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143311961268542,"score_gpt":0.456420550230668,"score_spread":0.313108588962126,"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."}}