{"id":"W4391720733","doi":"10.1007/978-3-031-17299-1_304766","title":"Vital Signs for Metro Vancouver, British Columbia, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; History","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005274395,0.0001984135,0.0005769329,0.00005065918,0.0001106175,0.00005394779,0.00009038387,0.0004374256,0.002821187],"category_scores_gemma":[0.00002915192,0.0002691185,0.0002893478,0.00003508332,0.00004122518,0.0000223152,0.00003501041,0.0004398944,0.0000511294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432774,"about_ca_system_score_gemma":0.0009387566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8961835,"about_ca_topic_score_gemma":0.9997555,"domain_scores_codex":[0.9985715,0.000002233641,0.0003326243,0.0004146615,0.0003726147,0.0003063212],"domain_scores_gemma":[0.9991558,0.0001309679,0.00008580313,0.0002693981,0.0001389168,0.0002190892],"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":[0.00001564735,0.0000170121,0.00008559106,0.0001410382,0.0006764877,0.0008359711,0.000005940892,5.396621e-7,0.000006576473,0.0004054665,0.9904607,0.007349061],"study_design_scores_gemma":[0.001904623,0.0002929757,0.0001328994,0.0007820086,0.0006865178,0.000054084,0.00005625253,0.000006093516,0.00001676562,0.002049062,0.9935663,0.0004524701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004990695,0.0007048798,0.00005287568,0.0002490199,0.003401189,0.001295321,0.0007405741,0.0002636494,0.9927934],"genre_scores_gemma":[0.004675744,0.000336399,0.000130825,0.00107867,0.0006496749,0.00001868759,0.0004935487,0.0001594407,0.992457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.103572,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377689767570013,"score_gpt":0.2035628952796075,"score_spread":0.1897859976039074,"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."}}