{"id":"W4236268103","doi":"10.1007/978-3-319-69909-7_1791-2","title":"Mental Illness","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Vancouver Island University","funders":"","keywords":"Mental illness; Medicine; Psychology; Psychiatry; Mental 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":[0.0002339432,0.0005308596,0.0003465966,0.0007598736,0.001457071,0.00177833,0.0005424648,0.001037489,0.2233177],"category_scores_gemma":[0.0006929339,0.0002133801,0.0002678342,0.0006509571,0.0005567093,0.001340274,0.001725466,0.001715567,0.1019625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007401,"about_ca_system_score_gemma":0.001741003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007004528,"about_ca_topic_score_gemma":0.03250565,"domain_scores_codex":[0.9998542,0.00002670923,0.000004731991,0.00001775642,0.00006254565,0.00003396444],"domain_scores_gemma":[0.9998658,0.00002966084,0.000006613559,0.0000147519,0.00003976114,0.0000434238],"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":[0.000005688114,0.0000321893,0.0001201845,0.00006084177,0.000001346931,0.00005874949,0.0002565387,0.00004167914,0.00006345814,0.02901255,0.8758678,0.09447899],"study_design_scores_gemma":[0.000001794027,0.000006505681,0.0003160653,0.0000867823,8.865704e-7,0.0001063822,0.0001367749,0.00001996596,0.0000142431,0.003448753,0.9958603,0.000001552452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002534195,0.0035436,0.0002429134,0.002347876,0.001099722,0.0000329459,0.0001599866,0.000045817,0.9922737],"genre_scores_gemma":[0.0015638,0.003057794,0.0001637912,0.001699381,0.0002130637,0.00002172284,0.0001289067,0.00001803432,0.9931335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2233177,"threshold_uncertainty_score":0.7470721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985997516755309,"score_gpt":0.3695137081044215,"score_spread":0.3196537329368684,"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."}}