{"id":"W1834101870","doi":"","title":"Incidental carcinoma in bullous emphysema.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Pneumothorax; Lung cancer; Bulla (seal); Thoracostomy; Carcinoma; Lung; Pathological; Metastatic carcinoma; Surgery; Pathology; Internal 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":[0.0003837334,0.0005979571,0.0005829986,0.001076236,0.001252201,0.001096447,0.0006136008,0.00206348,0.004941121],"category_scores_gemma":[0.003428348,0.0004248789,0.0006082704,0.0005721521,0.0008067176,0.001184085,0.0008050443,0.001370095,0.001685579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003833451,"about_ca_system_score_gemma":0.0006180439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718105,"about_ca_topic_score_gemma":0.002847931,"domain_scores_codex":[0.9995028,0.00005352008,0.00005579988,0.00009010819,0.00009369967,0.0002041645],"domain_scores_gemma":[0.9984637,0.0004799367,0.0002523107,0.0002482858,0.0001180677,0.0004376025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001529216,0.00005632128,0.08278612,0.00008721124,0.00001421863,0.9086611,0.000147421,0.00004574772,0.00236039,0.0002699032,0.0005040626,0.004914433],"study_design_scores_gemma":[0.000009916612,0.00006116301,0.01804097,0.00001726438,0.00001594731,0.9800284,0.00008368694,0.0001182879,0.000562836,0.0001394634,0.0009160887,0.000006091337],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573671,0.01124013,0.003297372,0.001568242,0.0005525741,0.0001997715,0.0004607442,0.0003903995,0.0249237],"genre_scores_gemma":[0.9952283,0.001214441,0.0009589237,0.0005172319,0.0006638104,0.00001277011,0.0001584934,0.00002029455,0.001225654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004941121,"threshold_uncertainty_score":0.01652974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965437964414577,"score_gpt":0.2321404794551078,"score_spread":0.212486099810962,"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."}}