{"id":"W4406106257","doi":"10.1017/gmh.2024.78","title":"Early intervention in psychosis programs in Africa, Asia and Latin America; challenges and recommendations","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Medical Research Council","keywords":"Latin Americans; Population; Economic growth; Health care; Political science; PsycINFO; MEDLINE; Medicine; Geography; Environmental health","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":[0.02626088,0.001232684,0.003082092,0.007599667,0.00238686,0.006328496,0.003948633,0.004786391,0.007603484],"category_scores_gemma":[0.06431302,0.0008273933,0.003278419,0.008066302,0.00162281,0.007725472,0.005753268,0.005376583,0.0007040966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008846619,"about_ca_system_score_gemma":0.07567406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04960668,"about_ca_topic_score_gemma":0.08700984,"domain_scores_codex":[0.9878311,0.006804479,0.002217681,0.0005680439,0.001168909,0.00140986],"domain_scores_gemma":[0.9446655,0.03631844,0.00490879,0.0006746061,0.008422674,0.005010041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000301631,0.0004866147,0.009275654,0.3010857,0.0008080834,0.0006357551,0.005286634,0.0006375692,0.0002091166,0.006045727,0.07407565,0.6011519],"study_design_scores_gemma":[0.0005382925,0.0002427011,0.01429113,0.795314,0.00208516,0.0004007051,0.02104995,0.0004723973,0.0001711032,0.004403867,0.1609384,0.00009235035],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004087895,0.7969565,0.001023488,0.1869512,0.002410542,0.001378664,0.0009014208,0.0001122254,0.006177973],"genre_scores_gemma":[0.03853534,0.9068984,0.01472394,0.03164493,0.0008582075,0.005487591,0.0008264776,0.00003256596,0.0009924805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04960668,"threshold_uncertainty_score":0.1388825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09715211907679817,"score_gpt":0.4077138123037987,"score_spread":0.3105616932270006,"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."}}