{"id":"W3122415621","doi":"10.1183/20734735.0239-2020","title":"Women with COPD","year":2020,"lang":"en","type":"article","venue":"Breathe","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"European Respiratory Society","keywords":"COPD; Bit (key); Medicine; Computer science; Family medicine; Computer security; Internal medicine","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":[0.0002719056,0.0001859247,0.0002197301,0.0004385292,0.001268292,0.0006670852,0.000228469,0.0007364987,0.0980776],"category_scores_gemma":[0.002360449,0.0001169791,0.0003009843,0.0006195962,0.0002440303,0.0008396471,0.0009555366,0.0008862768,0.01763596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558878,"about_ca_system_score_gemma":0.0006346841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007468974,"about_ca_topic_score_gemma":0.01022662,"domain_scores_codex":[0.9995294,0.00007106654,0.00002300832,0.00006563817,0.0001156327,0.0001953209],"domain_scores_gemma":[0.9995956,0.00007709276,0.00008185557,0.00002938606,0.0000792362,0.0001367967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001839537,0.00008734121,0.05642941,0.000486637,0.00002689579,0.0009253782,0.001921597,0.00003328277,0.0006915004,0.007393574,0.7363923,0.1954281],"study_design_scores_gemma":[0.00003417448,0.00008118757,0.1127187,0.001032548,0.00003286675,0.003420348,0.00341724,0.0000345818,0.0001849494,0.002582436,0.8764384,0.0000226106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1093687,0.03161227,0.001427959,0.091918,0.007628819,0.0003170128,0.03013361,0.0005616039,0.727032],"genre_scores_gemma":[0.5877841,0.04130406,0.00144112,0.08185606,0.005902308,0.0009185189,0.01168546,0.0003194333,0.268789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0980776,"threshold_uncertainty_score":0.3281022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08728160407346383,"score_gpt":0.4158064912824401,"score_spread":0.3285248872089763,"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."}}