{"id":"W4245026605","doi":"10.1515/9781644690512-007","title":"5. Mental Health for Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Academic Studies Press eBooks","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005104764,0.0005742134,0.001146096,0.00004953989,0.001661393,0.000002193322,0.0003959472,0.0005281151,0.00004498066],"category_scores_gemma":[0.00004351256,0.0005182518,0.0001333126,0.000005815494,0.0001077252,0.00002277379,0.0005499196,0.002189402,0.00003574063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212078,"about_ca_system_score_gemma":0.002795028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09022732,"about_ca_topic_score_gemma":0.1429555,"domain_scores_codex":[0.9958604,0.0001308276,0.001643857,0.0006953672,0.0006375529,0.001032021],"domain_scores_gemma":[0.9969706,0.000740134,0.00119712,0.000334112,0.0001680215,0.0005900254],"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":[0.0001793105,0.000003071475,0.00003496304,0.008979166,0.0003435853,0.000002406103,0.006494461,1.426557e-7,0.000001005632,0.1047509,0.8718145,0.007396499],"study_design_scores_gemma":[0.001041961,0.0002797193,0.000002236802,0.003550924,0.00007125394,5.384629e-7,0.001288841,0.000006750353,0.000009733784,0.003379676,0.989988,0.0003804204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003400525,0.05465309,0.00001513709,0.006111811,0.008883523,0.01220964,0.005065087,0.0001763343,0.9128514],"genre_scores_gemma":[0.0002585094,0.01078331,0.0001407211,0.06429224,0.001874744,0.001476872,0.0009731886,0.0001482574,0.9200522],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1181735,"threshold_uncertainty_score":0.9997269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4940345206274315,"score_gpt":0.4762204669047543,"score_spread":0.01781405372267719,"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."}}