{"id":"W2618450209","doi":"10.1183/13993003.00455-2017","title":"Sex, breathing and statistics","year":2017,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; McGill University","keywords":"Medicine; Demography; Pulmonary disease; Population; Lung disease; Gerontology; Lung volumes; Breathing; Disease; Lung; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001615962,0.0002541436,0.0007131675,0.0009035045,0.0006438838,0.0006200558,0.0006147555,0.00119818,0.03440319],"category_scores_gemma":[0.01524583,0.00006875402,0.0002137936,0.001348161,0.0004235647,0.0007998171,0.0004984703,0.002125931,0.01173272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005234471,"about_ca_system_score_gemma":0.0005694412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233059,"about_ca_topic_score_gemma":0.001365029,"domain_scores_codex":[0.9987862,0.000373877,0.0001650291,0.0001369069,0.0004022958,0.0001356784],"domain_scores_gemma":[0.9967201,0.001629846,0.000320166,0.0003113139,0.0006523674,0.0003661498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003748684,0.000112714,0.01883975,0.0004343078,0.00002874,0.001871377,0.000433309,0.00009897544,0.000194568,0.009069446,0.8140615,0.1544804],"study_design_scores_gemma":[0.00004292139,0.0001820667,0.03368874,0.001214455,0.00002138374,0.006774872,0.0005190591,0.0002602469,0.00009994332,0.01704226,0.940119,0.00003484526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0421701,0.08447744,0.004497596,0.4740382,0.04036415,0.0007646739,0.02521516,0.0004887857,0.3279839],"genre_scores_gemma":[0.3696808,0.09743082,0.005713231,0.2206776,0.07013981,0.002519408,0.0179355,0.000640234,0.2152625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03440319,"threshold_uncertainty_score":0.1150901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420715914752156,"score_gpt":0.3142606756913858,"score_spread":0.2721890842161702,"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."}}