{"id":"W4411907789","doi":"10.1176/appi.ps.25076010","title":"Early Psychosis Intervention, Part 1: Addressing Inequities in Access to and Outcomes of Early Intervention Programs","year":2025,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Intervention (counseling); Psychosis; Psychology; Medicine; Psychiatry; Psychotherapist","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":[0.0003102051,0.0002051127,0.0003475979,0.0005494438,0.00009156985,0.0001605389,0.000371592,0.0001050842,0.000150375],"category_scores_gemma":[0.000005849522,0.0001866975,0.0001599624,0.0009194112,0.00003755498,0.0002568308,0.000143975,0.0001414697,0.00002225636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002517063,"about_ca_system_score_gemma":0.00001112568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740165,"about_ca_topic_score_gemma":0.001567835,"domain_scores_codex":[0.9982549,0.00009676419,0.0007460469,0.000421027,0.0001930276,0.0002882362],"domain_scores_gemma":[0.9993899,0.00003414372,0.0002150175,0.000202558,0.00008327726,0.0000751226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001726111,0.0008899645,0.9224612,0.000564964,0.000131444,6.834576e-7,0.002270682,6.411074e-7,0.000002453894,0.002509407,0.000874932,0.07012107],"study_design_scores_gemma":[0.001369114,0.000131804,0.9892362,0.0008796029,0.0000371478,5.679975e-7,0.001109243,0.000001855439,0.000004952966,0.004092117,0.002965,0.0001724135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875094,0.00169688,0.0001030162,0.002499805,0.00296642,0.0004966687,0.00001251378,0.0000517734,0.004663511],"genre_scores_gemma":[0.9975452,0.00006823007,0.0001860522,0.000804257,0.0001160277,0.00009913546,0.00002189408,0.00001310471,0.001146122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06994866,"threshold_uncertainty_score":0.7613304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269240105618256,"score_gpt":0.3505778638358625,"score_spread":0.31788546277968,"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."}}