{"id":"W2102954467","doi":"10.1136/thx.2010.141978","title":"Gender differences in survival following hospitalisation for COPD","year":2010,"lang":"en","type":"article","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Cohort; Internal medicine; Population; Cohort study; Asthma; Proportional hazards model; Cause of death; Pediatrics; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003652954,0.0001218163,0.000243295,0.0001153553,0.00006224139,0.00002376143,0.0001114025,0.00009279085,0.0002533091],"category_scores_gemma":[0.0002473772,0.0001071758,0.0001181203,0.0001723469,0.00007333489,0.0001129492,0.00004375255,0.0002513152,0.00002917935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009233,"about_ca_system_score_gemma":0.0001990349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008658806,"about_ca_topic_score_gemma":0.00009690339,"domain_scores_codex":[0.9988258,0.00004259418,0.000178142,0.0002795921,0.0003475967,0.0003262509],"domain_scores_gemma":[0.9993489,0.0001387639,0.0000337308,0.0002603875,0.00007287067,0.0001452888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002585834,0.0002410092,0.9625994,0.0002860746,0.0000689068,0.00006406136,0.0005038391,9.228527e-7,0.01571504,0.004355215,0.0003246701,0.0155823],"study_design_scores_gemma":[0.001465036,0.00005999452,0.9927975,0.00003068273,0.00004116694,0.000002885033,0.000480761,0.00109382,0.0006284835,0.00258474,0.0006823687,0.0001325861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930277,0.0001673702,0.0002605709,0.0005264353,0.0008223001,0.000747278,0.00002185177,0.0000435458,0.004382969],"genre_scores_gemma":[0.9980476,0.000006499387,0.0007246428,0.00004265654,0.0003188627,0.00009282603,0.00006425087,0.00002429221,0.0006783363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0301981,"threshold_uncertainty_score":0.4370501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786971799109606,"score_gpt":0.3394082399725097,"score_spread":0.2915385219814136,"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."}}