{"id":"W2083793991","doi":"10.1378/chest.124.4.1232","title":"Clinical Risk Factors for Primary Graft Failure Following Lung Transplantation","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Odds ratio; Confidence interval; Lung transplantation; Transplantation; Internal medicine; Incidence (geometry); Confounding; Surgery; Fraction of inspired oxygen; Logistic regression; Mechanical ventilation","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":[0.001590896,0.0004148099,0.0008270261,0.001325346,0.0008288058,0.001135952,0.0005745501,0.001443227,0.003318612],"category_scores_gemma":[0.009883368,0.000341016,0.000749068,0.001390042,0.0007443583,0.000999344,0.0006783298,0.001762282,0.0003199967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004899076,"about_ca_system_score_gemma":0.00140896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526618,"about_ca_topic_score_gemma":0.001812158,"domain_scores_codex":[0.9986234,0.0006136603,0.0001549914,0.0001181697,0.0002244589,0.0002653974],"domain_scores_gemma":[0.9901348,0.004230515,0.002648786,0.0003299294,0.0005316653,0.002124429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002302795,0.0001068772,0.9984564,0.000009422217,0.00003753893,0.0001967325,0.00003032397,0.00002578556,0.0000638068,0.00002659752,0.00007593674,0.000740324],"study_design_scores_gemma":[0.00003696064,0.000341886,0.9972907,0.00001203819,0.00008052969,0.001304931,0.0002802072,0.0002454417,0.00008534468,0.0001880322,0.0001208599,0.00001308802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970978,0.0007168177,0.0001725343,0.000343823,0.00003856977,0.00002052138,0.0002010021,0.000006716806,0.001402196],"genre_scores_gemma":[0.999279,0.0001298609,0.0001061173,0.00005970318,0.0001035988,0.00001554324,0.0001679359,0.000002171698,0.0001360958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003318612,"threshold_uncertainty_score":0.01110184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121227982341999,"score_gpt":0.3723328956714662,"score_spread":0.3311206158480462,"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."}}