{"id":"W2149925614","doi":"10.3389/fpsyt.2013.00025","title":"Genealogy of instruments for prodrome evaluation of psychosis","year":2013,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prodrome; Psychiatry; Psychosis; Psychology; Medicine; Psychoanalysis","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":[0.000300812,0.00008432176,0.0002637982,0.0002616541,0.00001418797,0.000002524381,0.00007463344,0.00006953328,0.000137404],"category_scores_gemma":[0.00005564992,0.00007081805,0.0000863198,0.0002030163,0.0000529537,0.00005354939,0.00001077747,0.00006128677,0.000004879908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008103673,"about_ca_system_score_gemma":0.0003027867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008993879,"about_ca_topic_score_gemma":0.00004475339,"domain_scores_codex":[0.9989104,0.00004750727,0.000305833,0.0001775612,0.0003767563,0.0001819312],"domain_scores_gemma":[0.9993476,0.000009346178,0.0001039515,0.0002563742,0.0002105835,0.0000721979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001228614,0.0006047956,0.8225275,0.0001812873,0.0002049468,9.098926e-8,0.0000602769,0.000003809665,0.0001556111,0.0002785381,0.03340073,0.1413539],"study_design_scores_gemma":[0.01346505,0.0009994244,0.9284851,0.0001434613,0.0001826017,0.000003568558,0.0002534497,0.003253197,0.00131252,0.05172092,0.0001022677,0.00007843491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992088,0.0013612,0.0004298305,0.00140796,0.0021148,0.002037537,0.00001614115,0.000006555517,0.0005380003],"genre_scores_gemma":[0.8398594,0.0000500629,0.1594116,0.00003542338,0.00005284133,0.0004953082,0.00003189541,0.00001128615,0.00005213512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589818,"threshold_uncertainty_score":0.2887876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494935243726613,"score_gpt":0.3265885136648035,"score_spread":0.3016391612275373,"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."}}