{"id":"W4417026689","doi":"10.17615/jrjs-5387","title":"The impact of early factors on persistent negative symptoms in youth at clinical high risk for psychosis","year":2025,"lang":"","type":"article","venue":"UNC Libraries","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Alberta Innovates; Commonwealth of Massachusetts","keywords":"Prodrome; Psychosis; Schizophrenia (object-oriented programming); Risk factor; Depression (economics); Young adult; Cannabis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005470045,0.000460903,0.0009253183,0.0003200829,0.000501951,0.0001729277,0.0003875104,0.0002854075,0.0001583981],"category_scores_gemma":[0.002253547,0.000247302,0.001418424,0.0006495987,0.001084372,0.000220463,0.000205331,0.000614473,0.00001805771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467208,"about_ca_system_score_gemma":0.001170524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00347547,"about_ca_topic_score_gemma":0.0003247654,"domain_scores_codex":[0.9965261,0.0005478656,0.00100972,0.0006355146,0.0005001908,0.0007806257],"domain_scores_gemma":[0.990759,0.00756129,0.0003580479,0.000805911,0.0001549577,0.00036083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09104393,0.001216709,0.8600414,0.00004648917,0.005020617,0.000004253114,0.005013479,0.00002642304,0.000001639358,0.02515673,0.001597019,0.01083125],"study_design_scores_gemma":[0.01562385,0.01599693,0.9338806,0.0005714412,0.0007522099,2.268126e-7,0.003647648,0.0002006208,0.001208548,0.02788663,0.00004109062,0.0001901501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906048,0.002919484,0.00001561622,0.001627642,0.0007287422,0.002124913,0.001334142,0.00002640006,0.00061824],"genre_scores_gemma":[0.9965742,0.0007146163,0.0003289748,0.00004552545,0.0001596631,0.00009519893,0.00009272475,0.00003397025,0.001955147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07542007,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05034890752820628,"score_gpt":0.3536192232776145,"score_spread":0.3032703157494082,"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."}}