{"id":"W3143773995","doi":"10.1080/24745332.2021.1901630","title":"Chronic obstructive pulmonary disease","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Calgary; University of Alberta; University of Saskatchewan","funders":"","keywords":"Pulmonary disease; Globe; Medicine; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.0002614769,0.0002504147,0.0005900322,0.0004386328,0.0002385746,0.00003418805,0.0001564276,0.0001287373,0.001640221],"category_scores_gemma":[0.002700963,0.0002130942,0.0001886233,0.0003954772,0.001472388,0.0002053453,0.00004010616,0.0007495005,0.00001086276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003334,"about_ca_system_score_gemma":0.007815514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907197,"about_ca_topic_score_gemma":0.0006991928,"domain_scores_codex":[0.9975927,0.0001898949,0.0005484654,0.00037867,0.0006566363,0.0006336705],"domain_scores_gemma":[0.9923275,0.0002553299,0.00007479814,0.0003857512,0.001965053,0.004991529],"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":[0.0006218707,0.0001102443,0.2821518,0.005608323,0.0003593982,0.2197258,0.001247267,0.00001033845,0.003201922,0.01028119,0.003592708,0.4730891],"study_design_scores_gemma":[0.002851433,0.001186342,0.7983575,0.001420392,0.001162493,0.003198764,0.00737169,0.00005843962,0.0003904654,0.001751565,0.1818431,0.0004077503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4512793,0.5251908,0.00009377086,0.01100988,0.0009807418,0.0002785939,0.0001225697,0.00001573661,0.01102866],"genre_scores_gemma":[0.994955,0.0001659432,0.00008163163,0.002059615,0.002535777,0.000006175237,0.00002229864,0.00003920133,0.0001343378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5436757,"threshold_uncertainty_score":0.9992724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464204572901183,"score_gpt":0.3097645807009933,"score_spread":0.2851225349719815,"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."}}