{"id":"W4393308710","doi":"10.1007/978-3-031-47802-4_28","title":"Psychiatric Emergencies","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Ottawa Hospital; Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Psychology","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":[0.0003175272,0.000563189,0.0002912353,0.0006391472,0.001385103,0.001980642,0.0005684328,0.001388039,0.09766954],"category_scores_gemma":[0.0009402268,0.0002562479,0.0003206976,0.0005167073,0.0008920017,0.001198241,0.001727177,0.002464808,0.04825123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260376,"about_ca_system_score_gemma":0.002145366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908702,"about_ca_topic_score_gemma":0.01855448,"domain_scores_codex":[0.9997773,0.00005055869,0.000009318,0.00002137322,0.00009905834,0.0000424716],"domain_scores_gemma":[0.999809,0.0000554941,0.0000119857,0.00001634791,0.00005429483,0.00005288425],"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":[0.000009602622,0.00003706056,0.00009154715,0.0001209335,0.000002439579,0.0001798991,0.0003110906,0.0001960579,0.0001415462,0.05896831,0.801195,0.1387466],"study_design_scores_gemma":[0.000001550059,0.000006959081,0.0001846799,0.0001139882,7.773769e-7,0.0002121481,0.000113138,0.00002828838,0.00002074351,0.005348901,0.9939667,0.000002054322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003226186,0.008720327,0.0008318471,0.004514629,0.003431047,0.00003587999,0.00006973444,0.00004929864,0.9820246],"genre_scores_gemma":[0.002405311,0.007779459,0.0005035701,0.003462106,0.0008739956,0.00002597721,0.00007793256,0.00003102812,0.9848407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09766954,"threshold_uncertainty_score":0.3267372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05455849004750787,"score_gpt":0.377300587127318,"score_spread":0.3227420970798102,"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."}}