{"id":"W4416247042","doi":"10.1101/2025.11.11.25340030","title":"Implementation of Early Intervention in Psychosis Initiatives in Latin America and the Caribbean: A Case Study","year":2025,"lang":"","type":"preprint","venue":"medRxiv","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Latin Americans; Indigenous; Psychosocial; Intervention (counseling); Thematic analysis; Mental health; Qualitative research; Economic shortage","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":[0.006759713,0.0005326036,0.000538251,0.001424913,0.009773875,0.0036007,0.00183223,0.002195109,0.002051],"category_scores_gemma":[0.01131446,0.0004017907,0.00040079,0.002349034,0.003549202,0.001596612,0.006467566,0.002336375,0.0001356381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00871587,"about_ca_system_score_gemma":0.01122525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06775173,"about_ca_topic_score_gemma":0.1045733,"domain_scores_codex":[0.9942611,0.004094157,0.0001842958,0.0001631237,0.0002657076,0.001031519],"domain_scores_gemma":[0.9949256,0.002175488,0.0007482128,0.0002539938,0.0006369639,0.001259805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001699695,0.001799584,0.04569159,0.001122827,0.00005119565,0.0375982,0.8467585,0.0003715748,0.00114181,0.01049199,0.003035545,0.05176713],"study_design_scores_gemma":[0.00003267806,0.0002786348,0.01409446,0.001310628,0.0000366053,0.002695222,0.9594181,0.000308868,0.0002677854,0.0009086987,0.02062033,0.00002804614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804985,0.001489011,0.0007337254,0.004524707,0.00004088752,0.0004339111,0.00004473884,0.00001294266,0.01222152],"genre_scores_gemma":[0.9930535,0.002041566,0.001228548,0.001320179,0.00001802375,0.0005807366,0.00003446822,0.00001279463,0.001710293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06775173,"threshold_uncertainty_score":0.1347148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3499770205065744,"score_gpt":0.6374672917198301,"score_spread":0.2874902712132557,"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."}}