{"id":"W4396743012","doi":"10.1016/j.ajp.2024.104066","title":"An analysis of financial hardship faced by patients with First Episode Psychosis, and their families, in an Indian setting","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute for Health and Care Research","keywords":"Indirect costs; Productivity; Mental health; Medicine; Economic cost; Health care; Psychosis; Total cost; Depression (economics); Psychiatry; Environmental health; Business; Economics; Economic growth","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":[0.0005217317,0.0003470549,0.0002854131,0.001432227,0.001518502,0.001157884,0.0004510952,0.0004406384,0.002180835],"category_scores_gemma":[0.002993653,0.0002135619,0.0008051643,0.002239492,0.000473074,0.0005568519,0.0009819972,0.0007851147,0.0001953114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566833,"about_ca_system_score_gemma":0.00137929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03560602,"about_ca_topic_score_gemma":0.03774495,"domain_scores_codex":[0.9994563,0.0001615645,0.00006235366,0.00003559028,0.00007402125,0.0002102511],"domain_scores_gemma":[0.9978549,0.0003212377,0.001081428,0.00003102799,0.0001948584,0.0005166156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605127,0.0001152699,0.9920965,0.00005179224,0.00006575968,0.0009943901,0.001778411,0.0002994632,0.0000514871,0.00007034305,0.0004653622,0.003850561],"study_design_scores_gemma":[0.000006759148,0.0002072006,0.9882477,0.00002862947,0.0000291387,0.0009039195,0.00987072,0.0002816326,0.00002007276,0.00005076139,0.000337839,0.00001568267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991221,0.00008254276,0.00001289504,0.0001178701,0.000003110147,0.000008161025,0.0002292044,7.704779e-7,0.0004232738],"genre_scores_gemma":[0.9995788,0.0001116677,0.0000325641,0.00003056568,0.000005299305,0.000009077883,0.0001392,5.144383e-7,0.00009248471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03560602,"threshold_uncertainty_score":0.07079756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005353936418596647,"score_gpt":0.2636688019838613,"score_spread":0.2583148655652647,"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."}}