{"id":"W2036110073","doi":"10.1590/s1516-44462008000300026","title":"The benefits of implementing telepsychiatry in the Brazilian Mental Health System","year":2008,"lang":"en","type":"letter","venue":"Brazilian Journal of Psychiatry","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Telepsychiatry; Mental health; Psychology; Psychiatry; Telemedicine; Health care; Political science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003209713,0.0005083958,0.001257024,0.0006361709,0.0006698555,0.00004542082,0.0008849428,0.0003478689,0.00005513769],"category_scores_gemma":[0.0000678361,0.0002992438,0.000595657,0.000735486,0.0001904932,0.0001490337,0.00005771142,0.003166406,0.00000812302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135797,"about_ca_system_score_gemma":0.002629497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001816092,"about_ca_topic_score_gemma":0.0007748504,"domain_scores_codex":[0.9923051,0.0006257163,0.003782713,0.000365266,0.00181545,0.001105726],"domain_scores_gemma":[0.9942408,0.000283709,0.004203128,0.0007703588,0.0002911965,0.0002107758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001962203,0.0001215885,0.06621132,0.001631144,0.0002233488,0.00006837391,0.001356648,9.370344e-7,0.000001926425,0.0002675368,0.9146074,0.01531352],"study_design_scores_gemma":[0.005392962,0.002338864,0.08906678,0.003438044,0.0002305219,0.00754596,0.01288286,0.000007252699,0.000006320293,0.0001082496,0.878704,0.000278197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0314651,0.01726868,0.00002299479,0.9434798,0.005119082,0.001499792,0.00014317,0.0000219951,0.0009793866],"genre_scores_gemma":[0.06447893,0.006182589,0.005850227,0.8895532,0.0326486,0.00005669397,0.0005212291,0.0002665435,0.0004420029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05392661,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888124569192427,"score_gpt":0.3175434619298644,"score_spread":0.2986622162379401,"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."}}