{"id":"W2220719946","doi":"10.1155/2011/474678","title":"A Curious Lobe","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Medicine; Lobe; Bulla (seal); Lung; Pathological; Anatomy; Lung abscess; Abscess; Pathogenesis; Pathology; Radiology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003562818,0.00009345639,0.0001786371,0.0002313397,0.0002254164,0.00001135808,0.00008630458,0.00007756721,0.001286014],"category_scores_gemma":[0.0002687669,0.0000745087,0.00007179602,0.00009781341,0.0001872637,0.00003842441,0.000008815032,0.0005108069,0.0002410246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100343,"about_ca_system_score_gemma":0.001038604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180773,"about_ca_topic_score_gemma":0.005790011,"domain_scores_codex":[0.9991391,0.00005375407,0.0001898701,0.0001151147,0.0001340145,0.0003681552],"domain_scores_gemma":[0.9983181,0.00001318766,0.00004782344,0.0001539198,0.0001120512,0.001354883],"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":[0.00008770484,0.00008435878,0.5504169,0.00004048985,0.000243717,0.04951004,0.00360075,1.424575e-7,0.0005572762,0.0009340676,0.3436455,0.05087903],"study_design_scores_gemma":[0.001283978,0.0004359553,0.2604674,0.0001240216,0.0001141071,0.009435546,0.0003978602,0.000003647119,0.0002650297,0.0009606837,0.7263158,0.0001959863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7651296,0.007518443,0.0002007027,0.003500117,0.00138094,0.000163674,0.000008659227,0.0000571776,0.2220407],"genre_scores_gemma":[0.9578672,0.00005307165,0.0006923701,0.03935582,0.0006788526,0.000004248614,7.22098e-7,0.00002081131,0.001326869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3826703,"threshold_uncertainty_score":0.9996269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08063525025886595,"score_gpt":0.2949220747777772,"score_spread":0.2142868245189112,"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."}}