{"id":"W2397020621","doi":"","title":"The recent Surgical Safety Saves Lives Workshop in Vancouver.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Medical emergency; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004842934,0.000551096,0.0005616755,0.001724155,0.00506589,0.005560862,0.00149078,0.006454004,0.02799211],"category_scores_gemma":[0.009351229,0.0004225911,0.0005956608,0.002812885,0.001277294,0.001551645,0.003191723,0.007580325,0.00363551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007538413,"about_ca_system_score_gemma":0.03353906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3116795,"about_ca_topic_score_gemma":0.7691973,"domain_scores_codex":[0.9984756,0.0003483407,0.0001024549,0.00008337093,0.0005311804,0.0004589817],"domain_scores_gemma":[0.9910281,0.001655654,0.0003359341,0.0001679329,0.002420191,0.004392052],"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":[0.00009073404,0.00003941271,0.001308191,0.0005970698,0.00002250128,0.0002535953,0.0006212506,0.00002057595,0.00007754383,0.000723696,0.9730492,0.02319626],"study_design_scores_gemma":[0.00004151528,0.00002705586,0.0125915,0.00214129,0.00003165592,0.0001099253,0.004969603,0.000009546083,0.000108284,0.0004664507,0.9794843,0.00001902079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008526972,0.1132628,0.0001387491,0.7792975,0.05017096,0.000143188,0.004225502,0.00003993596,0.04419439],"genre_scores_gemma":[0.07337949,0.2443826,0.001285051,0.2365465,0.0262442,0.0007090128,0.007827565,0.0001300757,0.4094955],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3116795,"threshold_uncertainty_score":0.6197306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289337450067133,"score_gpt":0.2622537091097249,"score_spread":0.2393603346090536,"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."}}