{"id":"W2103353269","doi":"10.12927/hcq.2013.21674","title":"Medical Clearance in the Psychiatric Emergency Setting: A Call for More Standardization","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Standardization; Best practice; Psychiatry; Medicine; Medical emergency; Psychology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4610393,0.001420415,0.004790513,0.01459082,0.003789524,0.01623993,0.01156104,0.008523629,0.001780852],"category_scores_gemma":[0.3902469,0.001817776,0.004725785,0.01176427,0.02411058,0.02123696,0.01015745,0.01782078,0.0007469356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.018324,"about_ca_system_score_gemma":0.03601072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01795802,"about_ca_topic_score_gemma":0.01662167,"domain_scores_codex":[0.6180239,0.2233163,0.06937826,0.02021146,0.06352096,0.005549101],"domain_scores_gemma":[0.2196275,0.505174,0.04881046,0.09769727,0.1137119,0.01497886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009942671,0.001178096,0.1644966,0.01292456,0.001249393,0.0004415534,0.03717684,0.004604067,0.002397872,0.01708894,0.03538838,0.7220594],"study_design_scores_gemma":[0.001239811,0.00581222,0.6317469,0.02956712,0.0007610063,0.002621944,0.07164702,0.01088032,0.003501297,0.05700059,0.1835559,0.001665778],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1226904,0.07117299,0.06430994,0.7241395,0.00600348,0.001675936,0.0006276578,0.001793142,0.007587015],"genre_scores_gemma":[0.6619883,0.02300743,0.1838666,0.1166533,0.009180691,0.002554111,0.001014768,0.0006808295,0.001053873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4610393,"threshold_uncertainty_score":0.6646345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067593684957241,"score_gpt":0.409127286842549,"score_spread":0.3884513499929766,"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."}}