{"id":"W4391078285","doi":"10.1503/cmaj.231013","title":"Nasal fractures","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; Children’s Health Research Institute; Western University","funders":"","keywords":"Gold standard (test); Standard deviation; Medicine; Radiography; Physical examination; Orthodontics; Nuclear medicine; Radiology; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009513751,0.00008019884,0.0001707548,0.0001737224,0.0001838602,0.00008965297,0.00005359516,0.0002279701,0.00785115],"category_scores_gemma":[0.001542463,0.00006037995,0.0001299703,0.0002114562,0.00002387352,0.00007716227,0.000006546888,0.0009849396,0.0004714581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498815,"about_ca_system_score_gemma":0.00246383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004608799,"about_ca_topic_score_gemma":0.003053324,"domain_scores_codex":[0.998382,0.00004488345,0.0002279913,0.00010245,0.0009109892,0.0003316588],"domain_scores_gemma":[0.9982911,0.0002093761,0.00003417499,0.00004330361,0.0001476858,0.001274334],"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":[0.000006648183,0.00001164223,0.03389229,0.00001702512,0.0002414844,0.003252611,0.0001708334,4.027206e-7,0.00001541281,0.0004080525,0.8538343,0.1081493],"study_design_scores_gemma":[0.0001909507,0.00003584216,0.03350512,0.000161473,0.00003328759,0.0007229965,0.0001182801,0.00006425733,0.00003237635,0.0002314314,0.964837,0.00006703925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4264871,0.01423413,0.0001477385,0.4765861,0.008438714,0.0001757319,0.00003475276,0.0001830352,0.07371274],"genre_scores_gemma":[0.9690023,0.0004651631,0.00003956726,0.02044137,0.005007785,0.00000253907,0.000005607283,0.00001450917,0.00502118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5425152,"threshold_uncertainty_score":0.9930558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007266068644366141,"score_gpt":0.2689805929953556,"score_spread":0.2617145243509895,"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."}}