{"id":"W2023514267","doi":"10.1097/bot.0000000000000109","title":"Leading by Example","year":2014,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Triage; Health care; Medical emergency; Public relations; Nursing; Economic growth; 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":[],"consensus_categories":[],"category_scores_codex":[0.002056492,0.0007311761,0.0004516343,0.001351378,0.01057206,0.01160836,0.001412992,0.002952882,0.2490394],"category_scores_gemma":[0.006772063,0.0002286228,0.000522344,0.002264587,0.002718056,0.006244072,0.008841791,0.00445727,0.1142125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003165224,"about_ca_system_score_gemma":0.006111214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210334,"about_ca_topic_score_gemma":0.0243354,"domain_scores_codex":[0.9963706,0.0009709398,0.0001139512,0.0006632252,0.0007502147,0.001131216],"domain_scores_gemma":[0.9969813,0.0003533794,0.0001460988,0.0004700653,0.001030075,0.00101912],"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":[0.00002552526,0.00003095168,0.001108271,0.0000744481,0.000005649345,0.0003071332,0.005216117,0.00005586012,0.00009928161,0.3240142,0.6246417,0.04442087],"study_design_scores_gemma":[0.000001882274,0.000003679526,0.0001475365,0.00003804005,0.000001506119,0.00007945893,0.001489717,0.00001245688,0.00002542117,0.004557693,0.9936395,0.000003011855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002389885,0.000800786,0.001634311,0.01285225,0.002876061,0.00005380431,0.0002907901,0.0001805598,0.9789216],"genre_scores_gemma":[0.04395692,0.001615278,0.001820645,0.01424931,0.0007717652,0.000120896,0.0006851132,0.0003491534,0.9364308],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2490394,"threshold_uncertainty_score":0.8331199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728687598590591,"score_gpt":0.2835360944894818,"score_spread":0.2562492185035759,"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."}}