{"id":"W2111694188","doi":"10.1378/chest.117.2.476","title":"Osteoporosis and Lung Transplantation","year":2000,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Osteoporosis; Femoral neck; Transplantation; Bone mineral; Surgery; Internal medicine; Lung transplantation; Univariate analysis; Prospective cohort study; Multivariate analysis","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":[0.0001826493,0.00007056328,0.0001300984,0.00004732946,0.00009983678,0.00003173408,0.0000236297,0.0000435301,0.001044535],"category_scores_gemma":[0.000006263216,0.00005403426,0.00004909741,0.0000564019,0.00002777162,0.0001037853,7.083973e-7,0.0001654565,0.00001252895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000151171,"about_ca_system_score_gemma":0.00002897543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004463743,"about_ca_topic_score_gemma":0.000002315601,"domain_scores_codex":[0.9994895,0.00002947165,0.000163425,0.00007955416,0.0001240094,0.0001139651],"domain_scores_gemma":[0.9997184,0.00004741113,0.00002836177,0.00004871502,0.00002381228,0.0001332447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001026526,0.0001202129,0.4001305,0.001067502,0.0001798813,0.0009784169,0.0111572,0.00001965416,0.01748454,0.0001695994,0.0006875434,0.5669785],"study_design_scores_gemma":[0.002637293,0.0001178584,0.9782214,0.0001624186,0.0003652013,0.007894875,0.0001802645,0.00007642878,0.004865565,0.0001879573,0.005185581,0.0001051363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909489,0.0007620354,0.002582709,0.001369522,0.00009424284,0.00006983147,0.000004577124,0.00002121745,0.004147029],"genre_scores_gemma":[0.951551,0.007751022,0.03814065,0.0006074814,0.0003242704,0.000002168534,0.00001401363,0.00001483732,0.001594548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.578091,"threshold_uncertainty_score":0.9998686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632290489356589,"score_gpt":0.3024201001571286,"score_spread":0.2860971952635626,"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."}}