{"id":"W1586395429","doi":"10.1111/j.1440-1843.2011.01949.x","title":"Year‐in‐review 2010: Asthma, COPD, cystic fibrosis and airway biology","year":2011,"lang":"en","type":"review","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cystic fibrosis; COPD; Asthma; Airway; Intensive care medicine; Immunology; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003912669,0.0005528363,0.003329722,0.0004288752,0.00004821901,0.000006056466,0.000226687,0.0008702845,0.001270497],"category_scores_gemma":[0.0003597041,0.0003902921,0.0004901154,0.0003110853,0.000407261,0.00003116907,0.0001768007,0.0006559214,0.0009032817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006061023,"about_ca_system_score_gemma":0.0004614069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002887795,"about_ca_topic_score_gemma":0.00001177619,"domain_scores_codex":[0.9969801,0.0006530823,0.000900377,0.0007841315,0.00009950365,0.0005828397],"domain_scores_gemma":[0.9982517,0.0003163841,0.0003500292,0.0006900624,0.00005480993,0.0003370386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005772841,0.0001060602,0.0003743166,0.04594694,0.00008869686,0.0001682074,0.000007372536,1.307731e-8,0.000001594954,0.0002517595,0.00637789,0.9466194],"study_design_scores_gemma":[0.0005279856,0.0007710836,0.0006924404,0.02562771,0.0009302915,0.0003583666,0.000001821521,2.842277e-7,2.011216e-7,0.0000396801,0.9707426,0.0003075741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003600436,0.9961902,0.000008102891,0.0001257924,0.0003203522,0.001262065,0.00008605787,0.00005269268,0.001918725],"genre_scores_gemma":[0.00001164714,0.9967134,0.0001066795,0.001310493,0.0002816347,0.0002199875,0.00014933,0.00007791747,0.001128928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9643646,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778013025017258,"score_gpt":0.3377298238294876,"score_spread":0.2999496935793151,"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."}}