{"id":"W4391056572","doi":"10.1101/2024.01.16.24301385","title":"Mapping resources available for early identification and recovery-oriented intervention for people with psychosis in Addis Ababa, Ethiopia","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Dalhousie University","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Mental health; Psychological intervention; Citizen journalism; Health care; Population; Intervention (counseling); Participatory action research; Resource (disambiguation); Business; Medicine; Geography; Socioeconomics; Nursing; Environmental health; Economic growth; Political science; Sociology; Psychiatry","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":[0.001061438,0.0004783383,0.0002268244,0.004288041,0.001665869,0.001665893,0.0008193767,0.0003299995,0.004314137],"category_scores_gemma":[0.001743837,0.0002663138,0.0002097175,0.002878167,0.0005154334,0.001025847,0.00225736,0.0002466163,0.0002148875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563903,"about_ca_system_score_gemma":0.005592552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872711,"about_ca_topic_score_gemma":0.04264221,"domain_scores_codex":[0.9994761,0.000271501,0.0000302733,0.00004544353,0.00006376808,0.000112904],"domain_scores_gemma":[0.9990698,0.000367855,0.0001882381,0.00003469232,0.0002004186,0.0001389992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007568687,0.0007352419,0.5373544,0.007254023,0.000272503,0.006791402,0.06046961,0.005614174,0.01048142,0.009363558,0.01008114,0.3508257],"study_design_scores_gemma":[0.00008909512,0.0003723384,0.5965016,0.004138174,0.0002903073,0.001758156,0.3221642,0.003986519,0.003464332,0.004598478,0.06253327,0.0001035159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779657,0.001671633,0.003514197,0.00102656,0.00002842372,0.0008215299,0.002794587,0.00003423141,0.0121433],"genre_scores_gemma":[0.9846867,0.00130596,0.01120896,0.00009406003,0.000005591982,0.0006550571,0.0006603063,0.000004885644,0.001378433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872711,"threshold_uncertainty_score":0.03723621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0386394564181482,"score_gpt":0.3483552972014489,"score_spread":0.3097158407833007,"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."}}