{"id":"W2404719526","doi":"","title":"Relationship of predicted postoperative product to postpneumonectomy cardiopulmonary complications.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"DLCO; Medicine; Complication; Pneumonectomy; Diffusing capacity; Surgery; Cardiology; Internal medicine; Anesthesia; Lung; Lung function","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000979802,0.0002522144,0.0002973152,0.0006801203,0.0001434813,0.0004798572,0.0003038945,0.0003002506,0.001238313],"category_scores_gemma":[0.007034121,0.0001860967,0.0002537097,0.0006487135,0.0002870045,0.0003151222,0.0002863071,0.0004740405,0.0002167448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986011,"about_ca_system_score_gemma":0.0002307033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095711,"about_ca_topic_score_gemma":0.0008144004,"domain_scores_codex":[0.9992613,0.0002069954,0.000106406,0.0001147835,0.000209021,0.0001014197],"domain_scores_gemma":[0.9938836,0.002769808,0.00219767,0.0002351,0.0005183279,0.0003954408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005893252,0.000006189327,0.9992872,0.000004039269,0.00001476571,0.00002800604,0.000005225259,0.0000175757,0.00002369335,0.000003140678,0.0000208394,0.0005304089],"study_design_scores_gemma":[0.000005923797,0.000136702,0.9981787,0.000004162081,0.00002507269,0.0009729871,0.00003027763,0.0003637072,0.0001231627,0.00001173894,0.0001447699,0.000002697224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986399,0.0004874625,0.0002044699,0.00001449029,0.000004581689,0.000009761459,0.0003727445,0.000005882921,0.0002607047],"genre_scores_gemma":[0.9993932,0.00006711098,0.00009427421,0.00000701195,0.000004871803,0.00001199088,0.0003828302,0.000001481059,0.00003717715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238313,"threshold_uncertainty_score":0.00518173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009075087566012,"score_gpt":0.2657812999575448,"score_spread":0.2356905490818847,"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."}}