{"id":"W2943683735","doi":"10.1007/s11920-019-1027-y","title":"Predictors of Transition to Psychosis in Individuals at Clinical High Risk","year":2019,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Psychosis; Psychology; Prodrome; Clinical psychology; Schizophrenia (object-oriented programming); Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001291067,0.0005746379,0.003136911,0.000765716,0.00004399905,0.0000136742,0.00017093,0.0004966132,0.000223187],"category_scores_gemma":[0.0002157426,0.0004295015,0.001419879,0.000799218,0.00007558762,0.0000531059,0.00009442745,0.001041846,0.0001801676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902225,"about_ca_system_score_gemma":0.001394043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000490277,"about_ca_topic_score_gemma":0.00008681146,"domain_scores_codex":[0.9939732,0.0004304286,0.002962066,0.001174895,0.0009511623,0.0005082484],"domain_scores_gemma":[0.9963255,0.0001758605,0.001370943,0.001418716,0.0001030309,0.0006059713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003032145,0.001687201,0.3815813,0.01278231,0.0007618592,0.00005967191,0.0000331732,7.75391e-7,1.281807e-8,0.00001498733,0.009866485,0.592909],"study_design_scores_gemma":[0.002943932,0.001527551,0.1435923,0.04505637,0.005580972,0.0004622795,0.000008369248,0.000001144906,4.633771e-7,0.0001801546,0.800153,0.0004935513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03887512,0.9470119,0.000010543,0.0001901994,0.00930654,0.004101565,0.0003690916,0.00004681062,0.00008820931],"genre_scores_gemma":[0.001061352,0.9953787,0.000799222,0.00002084941,0.0009073721,0.0003945597,0.001255835,0.00007911903,0.0001029841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7902864,"threshold_uncertainty_score":0.9998157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08527506205859055,"score_gpt":0.4339656038916916,"score_spread":0.3486905418331011,"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."}}