{"id":"W4288714334","doi":"10.31124/advance.20218721","title":"Understanding Mona Wang- What is the Current State of Mental Health Care in British Columbia?","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Legislature; Mental health; Mental Health Act; Parliament; Intervention (counseling); Political science; State (computer science); Nursing; Public administration; Psychology; Medicine; Law; Psychiatry; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01111447,0.0004945688,0.001194744,0.004576811,0.00374135,0.01071743,0.001912511,0.001448884,0.005889092],"category_scores_gemma":[0.04521849,0.0005763461,0.001004327,0.008482953,0.003414171,0.003541813,0.002525968,0.002889486,0.0004961459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04733313,"about_ca_system_score_gemma":0.07519233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9447092,"about_ca_topic_score_gemma":0.9738619,"domain_scores_codex":[0.9941992,0.002213573,0.0005595045,0.0007585774,0.001624602,0.0006445338],"domain_scores_gemma":[0.9781311,0.01028993,0.001854196,0.0008465119,0.007378893,0.001499278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008140241,0.0002087709,0.2167013,0.05169591,0.007439875,0.0004270598,0.04917577,0.0006814551,0.0007221644,0.03508734,0.1068943,0.530152],"study_design_scores_gemma":[0.0002508776,0.0001935694,0.5776478,0.1297273,0.01032483,0.0003431257,0.08601191,0.0007910669,0.0007042311,0.01334193,0.180319,0.0003444826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1046512,0.7749158,0.0006692251,0.07102174,0.00115786,0.0002057066,0.003658781,0.00004572312,0.04367395],"genre_scores_gemma":[0.7521262,0.2187641,0.00134189,0.01878417,0.0002695633,0.000540686,0.00220789,0.00005378525,0.005911838],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05529076,"threshold_uncertainty_score":0.3434275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186917252953102,"score_gpt":0.3383012154062759,"score_spread":0.2764320428767449,"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."}}