{"id":"W2156383662","doi":"","title":"Pulmonary emphysema: Qualitative assessment at CT of presence and subtypes","year":2012,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Intraclass correlation; Pulmonary emphysema; Radiology; Cohort; Pulmonary disease; Population; COPD; Nuclear medicine; Lung; 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":[0.007549406,0.0005420516,0.0005035331,0.003520595,0.000299215,0.00145777,0.0006442908,0.000664088,0.002238831],"category_scores_gemma":[0.01047988,0.0003294767,0.0006372778,0.001270365,0.0008209331,0.0009380137,0.00111706,0.0004224034,0.0004809274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432073,"about_ca_system_score_gemma":0.0003441912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507163,"about_ca_topic_score_gemma":0.001906924,"domain_scores_codex":[0.9967101,0.001082009,0.0005083247,0.0003868464,0.00109285,0.0002198659],"domain_scores_gemma":[0.9928445,0.002656694,0.001401893,0.0004738314,0.00229104,0.0003319941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002019141,0.0001479861,0.8876876,0.0009582363,0.0003658123,0.0005433128,0.003002328,0.0009145329,0.04827117,0.0005418232,0.001260587,0.05428755],"study_design_scores_gemma":[0.00006358126,0.0008471772,0.9704108,0.000255327,0.0002037126,0.00396698,0.002301863,0.004114737,0.01435138,0.001033192,0.002343344,0.0001080362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622669,0.001762341,0.02637974,0.000188643,0.0000443452,0.0006150498,0.001480169,0.0002858549,0.006976989],"genre_scores_gemma":[0.9870184,0.0002620399,0.01079811,0.00005989863,0.000022341,0.0002045951,0.0005477516,0.00002609981,0.001060754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007549406,"threshold_uncertainty_score":0.03992558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03720247961417447,"score_gpt":0.388674187557548,"score_spread":0.3514717079433735,"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."}}