{"id":"W2018241847","doi":"10.1097/ta.0b013e31816493d8","title":"Fraser Gurd Lecture","year":2008,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Library science; Family medicine; General surgery","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":[0.000793807,0.0009030496,0.0006715446,0.00130455,0.0009160204,0.001174292,0.0006554121,0.001584535,0.2033702],"category_scores_gemma":[0.00314884,0.0003299724,0.0003858311,0.0004283442,0.0004165894,0.0009657205,0.0008151383,0.002439826,0.0612362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567542,"about_ca_system_score_gemma":0.003084507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005412993,"about_ca_topic_score_gemma":0.01341957,"domain_scores_codex":[0.9994899,0.00004575866,0.00003168836,0.0001325744,0.0002236255,0.00007645899],"domain_scores_gemma":[0.997726,0.0002219635,0.00005457111,0.00005838367,0.0007651971,0.00117384],"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":[0.00007174443,0.00003266867,0.0003885779,0.0001589258,0.000008492,0.0002977877,0.0000406424,0.0001204152,0.0001653339,0.002055184,0.8835394,0.1131208],"study_design_scores_gemma":[0.00001913812,0.00004264697,0.001061829,0.0002208403,0.000009819472,0.00161593,0.0000569433,0.0001014622,0.0001372839,0.0008461465,0.9958793,0.000008648828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003280556,0.1396157,0.002320379,0.1869997,0.2472195,0.0000991843,0.001576004,0.000451689,0.4184373],"genre_scores_gemma":[0.02808655,0.1097346,0.001422053,0.0148212,0.05821834,0.00005177937,0.0006409911,0.0001305327,0.7868939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2033702,"threshold_uncertainty_score":0.6803411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353787774861598,"score_gpt":0.317392376544698,"score_spread":0.2938544987960821,"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."}}