{"id":"W2000631229","doi":"10.1503/cmaj.110134","title":"Obstructive bronchial hamartoma","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Auscultation; Chest radiograph; Medicine; Pneumonia; Hamartoma; Physical examination; Radiography; Antibiotics; Radiology; Internal medicine; Pathology","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":[0.001050424,0.0001036683,0.0002532667,0.0001430217,0.0002490686,0.00001498008,0.0001064619,0.0002561103,0.008069932],"category_scores_gemma":[0.005396746,0.00008439076,0.0001026095,0.0001374829,0.0001302165,0.0000595035,0.00001326092,0.001129532,0.0003499347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296584,"about_ca_system_score_gemma":0.00189812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354306,"about_ca_topic_score_gemma":0.00396662,"domain_scores_codex":[0.9980797,0.0001191078,0.0003209349,0.0001359576,0.0008825409,0.0004617484],"domain_scores_gemma":[0.997107,0.00008689429,0.0001231753,0.0000847744,0.0004923077,0.002105837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003029667,0.00005020474,0.5942917,0.000008196992,0.0002816424,0.004294951,0.001686554,2.241325e-8,0.000006511536,0.0003245372,0.3398691,0.0591563],"study_design_scores_gemma":[0.001629368,0.0001540071,0.6896433,0.00008861408,0.0001016907,0.004596931,0.0007784091,0.00003076811,0.00003670256,0.0007191708,0.3020751,0.0001459608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7406236,0.000728458,0.0003018671,0.05539738,0.006680035,0.0002078919,0.00002127528,0.00008849254,0.195951],"genre_scores_gemma":[0.9509013,0.000151612,0.001901123,0.03828616,0.004863746,0.000007927202,0.000008008952,0.00002400406,0.003856177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2102776,"threshold_uncertainty_score":0.9928368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191725387286563,"score_gpt":0.2496699534455266,"score_spread":0.2304974147168702,"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."}}