{"id":"W1995815306","doi":"10.1097/01.bpo.0000188997.13803.25","title":"Hand Trauma in Shop Class","year":2005,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Neurovascular bundle; Trauma center; Amputation; Referral; Occupational safety and health; Injury prevention; Orthopedic surgery; Traumatology; Podiatrist; Poison control; Medical emergency; Surgery; Physical therapy; Family medicine; Retrospective cohort study; Complication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001991467,0.0001045045,0.0003774749,0.0004085227,0.00004179777,0.000006614865,0.00007536193,0.0001969762,0.0002549631],"category_scores_gemma":[0.0005783716,0.0000829296,0.0002395951,0.0003005466,0.00004352935,0.000162107,0.00001347146,0.0006913621,0.00002998764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007865739,"about_ca_system_score_gemma":0.0001403612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001612661,"about_ca_topic_score_gemma":0.0000196108,"domain_scores_codex":[0.9984729,0.0001375053,0.000827203,0.00009884527,0.0002491384,0.0002144193],"domain_scores_gemma":[0.9990005,0.0001930668,0.000409608,0.0001074996,0.0001402348,0.0001490901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004961836,0.0003093508,0.9094963,0.00005748563,0.00004103897,0.0002485102,0.0002388257,0.0001062931,0.00008473766,0.0001339723,0.01531967,0.07346762],"study_design_scores_gemma":[0.00632548,0.001640688,0.9125279,0.00007317855,0.0008031316,0.001690165,0.0001495539,0.0007269105,0.0002308256,0.0008365333,0.07475697,0.0002387186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898168,0.003168331,0.0008406079,0.003193929,0.0005729061,0.00009371814,0.00000188644,0.000007246206,0.002304555],"genre_scores_gemma":[0.9884164,0.001353191,0.003039354,0.0006822448,0.005881875,0.000001027295,0.000003179998,0.00001118341,0.0006114874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0732289,"threshold_uncertainty_score":0.3381771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297303592401361,"score_gpt":0.3160935681913123,"score_spread":0.2931205322672987,"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."}}