{"id":"W2116999060","doi":"10.1111/j.1751-7893.2012.00370.x","title":"Treatment possibilities for individuals at clinical high risk of psychosis","year":2012,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Institute of Mental Health","keywords":"Prodrome; Psychological intervention; Psychology; Psychosis; Psychiatry; Intervention (counseling); Mental health; Population; Schizophrenia (object-oriented programming); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006852968,0.0001656818,0.0004116354,0.0002132979,0.00005153494,0.00001135842,0.00007904314,0.0001341684,0.0004660422],"category_scores_gemma":[0.0001320828,0.0001251976,0.000715293,0.000139378,0.00008789617,0.0001116914,0.00003172371,0.0001353512,0.00007801421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182993,"about_ca_system_score_gemma":0.000054901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009171852,"about_ca_topic_score_gemma":0.0008854158,"domain_scores_codex":[0.9981378,0.0002012455,0.0008045919,0.0002610235,0.0002412851,0.0003540604],"domain_scores_gemma":[0.9988713,0.0002014444,0.0002594679,0.0003841195,0.00006743247,0.0002162111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004079377,0.004193524,0.968182,0.0001007352,0.0005850641,5.736902e-7,0.0002569728,2.169103e-7,0.000002148952,0.00243427,0.001498058,0.01866703],"study_design_scores_gemma":[0.01450831,0.00532612,0.9731616,0.0002076478,0.0002525772,0.000008104779,0.0001938384,0.000005236511,0.0002468172,0.005578665,0.0004196273,0.00009143067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934804,0.002387105,0.00009496966,0.000781619,0.001884108,0.0009786615,0.0002145918,0.00002773483,0.0001507447],"genre_scores_gemma":[0.9837708,0.0001968023,0.0136583,0.00002398827,0.0004180013,0.0003476766,0.00008114751,0.00002219627,0.001481121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0185756,"threshold_uncertainty_score":0.510541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147960021151663,"score_gpt":0.3970336071152252,"score_spread":0.3555540069037085,"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."}}