{"id":"W4401033749","doi":"10.1093/schbul/sbae129","title":"Timeframe for Conversion to Psychosis From Individuals at Clinical High-Risk: A Quantile Regression","year":2024,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Psychosis; Quantile regression; Quantile; Global Assessment of Functioning; Psychology; Internal medicine; Medicine; Demography; Schizophrenia (object-oriented programming); Psychiatry; Statistics; Mathematics","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":[0.006203667,0.0003512628,0.0004971957,0.0007088623,0.0003610272,0.000918166,0.0009934339,0.0005988454,0.004925053],"category_scores_gemma":[0.01538612,0.000236887,0.001581801,0.0009725022,0.0004736472,0.0007090309,0.0008557127,0.001607461,0.0005775284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904571,"about_ca_system_score_gemma":0.0005151193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.021331,"about_ca_topic_score_gemma":0.0057028,"domain_scores_codex":[0.9977061,0.001044762,0.0001007722,0.0006544092,0.0001789956,0.0003150289],"domain_scores_gemma":[0.9878092,0.008003192,0.002212383,0.0008445606,0.0005597394,0.0005709797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00057299,0.00005812215,0.9877658,0.00003760422,0.0003889273,0.0001173556,0.0002745636,0.001698116,0.0001598534,0.0004037371,0.0007373455,0.007785507],"study_design_scores_gemma":[0.00002280246,0.0002158018,0.9588212,0.00004543244,0.0003446777,0.0002923797,0.0006769205,0.03772198,0.000150774,0.0008740258,0.0008146801,0.00001928646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878325,0.0008952171,0.008107718,0.0005253194,0.00005754924,0.00006923647,0.001421833,0.00006823246,0.001022401],"genre_scores_gemma":[0.9985399,0.00008963195,0.0004812806,0.00003227449,0.00001564154,0.00002367543,0.0004960286,0.00001244756,0.0003091688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021331,"threshold_uncertainty_score":0.04241371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297255442176965,"score_gpt":0.3510971431957883,"score_spread":0.3213715989780918,"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."}}