{"id":"W4243507853","doi":"10.1007/978-3-642-53920-6_5","title":"Thoracic Injuries","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine","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":[0.0002141261,0.0008605984,0.0004848438,0.001327948,0.001028701,0.00149034,0.0006978605,0.0009875115,0.1352474],"category_scores_gemma":[0.0007550048,0.0003156126,0.0004534629,0.0008926998,0.0005557021,0.001408371,0.001854276,0.001985891,0.05516759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818778,"about_ca_system_score_gemma":0.001100385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324447,"about_ca_topic_score_gemma":0.005674752,"domain_scores_codex":[0.9998247,0.0000207887,0.00001006144,0.00002391676,0.00009654187,0.00002401309],"domain_scores_gemma":[0.9998203,0.00004223423,0.000009460451,0.00001726963,0.00007135326,0.00003945424],"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":[0.000009090923,0.00004713604,0.0002161884,0.0002246607,0.000004421133,0.0003222955,0.0001713083,0.0003398929,0.0004213572,0.0162656,0.6261173,0.3558608],"study_design_scores_gemma":[0.00000149229,0.000008967363,0.0002560839,0.0003015323,0.000002551497,0.0009658682,0.00005527439,0.00005502445,0.00008848454,0.00385054,0.9944108,0.000003410831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007683607,0.02239602,0.00421033,0.002853613,0.005713924,0.0000675529,0.0002144154,0.0002210547,0.9635548],"genre_scores_gemma":[0.002890525,0.01810239,0.001942363,0.001659643,0.001578756,0.00003631079,0.0002751669,0.00007252174,0.9734423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1352474,"threshold_uncertainty_score":0.4524477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227719051425573,"score_gpt":0.2972102113006627,"score_spread":0.2649330207864069,"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."}}