{"id":"W4252481178","doi":"10.1007/978-94-007-0753-5_102475","title":"Mental Disease","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Mental disease; Disease; Psychology; Psychiatry; Medicine; Internal medicine","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":[0.0002606671,0.0004257011,0.0002790007,0.0007676075,0.0007317767,0.001065057,0.0005550145,0.0008262423,0.1240019],"category_scores_gemma":[0.0007647885,0.0001288128,0.0002648904,0.000571761,0.000535966,0.0009370923,0.001465282,0.00138803,0.0386621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000834283,"about_ca_system_score_gemma":0.001990328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004390662,"about_ca_topic_score_gemma":0.01593425,"domain_scores_codex":[0.9998498,0.00003146052,0.000006463692,0.00001900845,0.00006251661,0.00003064412],"domain_scores_gemma":[0.9998636,0.00002936357,0.000007424924,0.0000123856,0.0000466295,0.00004066558],"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":[0.00000936176,0.00003413115,0.0001684338,0.0001477221,0.000004642697,0.0001124402,0.0002001762,0.00006929554,0.000102624,0.04086421,0.7913181,0.1669689],"study_design_scores_gemma":[0.000002651803,0.000005892711,0.0002089073,0.0001928067,0.000002018109,0.0001714478,0.00006860564,0.00001553235,0.00001702159,0.005220561,0.9940928,0.00000179889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005263619,0.02188268,0.0008538338,0.008254064,0.004454745,0.00005573592,0.0003187132,0.00007753738,0.9635763],"genre_scores_gemma":[0.004969175,0.02264412,0.0007589352,0.006996821,0.001372814,0.00005753112,0.0004112648,0.0000405421,0.9627488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1240019,"threshold_uncertainty_score":0.4148276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380482884137627,"score_gpt":0.2390578625071704,"score_spread":0.2010095740934077,"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."}}