{"id":"W4231252673","doi":"10.1503/cmaj.070099","title":"Tracheal calcification","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chest radiograph; Calcification; Heart failure; Atrial fibrillation; Calcinosis; Radiography; Internal medicine; Cardiology; Surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001137726,0.00008181047,0.0002145742,0.0001362645,0.0004136569,0.00001029342,0.00007902079,0.0002957417,0.002173401],"category_scores_gemma":[0.003284503,0.0000679984,0.00008458035,0.0001621067,0.0001128187,0.00004790651,0.000005136399,0.001049297,0.000376982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808932,"about_ca_system_score_gemma":0.002090711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006343764,"about_ca_topic_score_gemma":0.001170925,"domain_scores_codex":[0.9980431,0.000107496,0.000315913,0.0001184866,0.001037407,0.0003776546],"domain_scores_gemma":[0.9974592,0.0001136981,0.00009888997,0.00008169853,0.0003293276,0.001917159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009655551,0.00004731776,0.5025987,0.000006797858,0.00009324,0.003162858,0.0006933672,2.357471e-7,0.00002177533,0.00008496889,0.455679,0.03760204],"study_design_scores_gemma":[0.001133338,0.00007182211,0.4566776,0.0000372462,0.00003929362,0.0123541,0.0002339444,0.0001754559,0.00001942635,0.00005551416,0.5291048,0.0000975033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6372263,0.001073266,0.0008028027,0.313768,0.001646198,0.0001579992,0.00001077368,0.0000722532,0.04524237],"genre_scores_gemma":[0.9629651,0.0004468923,0.0004187885,0.03089947,0.002207594,0.000005259928,0.00001197499,0.00001156722,0.003033308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257388,"threshold_uncertainty_score":0.9987388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278887755523735,"score_gpt":0.2837312243446223,"score_spread":0.2558424487922488,"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."}}