{"id":"W1585836885","doi":"10.1111/j.1440-1843.2012.02126.x","title":"Year in review 2011: Asthma, chronic obstructive pulmonary disease and airway biology","year":2012,"lang":"en","type":"review","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pulmonary disease; Asthma; Airway; Intensive care medicine; Small airways; COPD; Internal medicine; Anesthesia","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003291417,0.0005644764,0.002674522,0.0003918736,0.00005167259,0.000004484748,0.0001999318,0.0006012931,0.001128747],"category_scores_gemma":[0.0001560996,0.0004092349,0.0004693491,0.0002217001,0.0004586879,0.00006064722,0.0002142865,0.0007274515,0.0007064752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089286,"about_ca_system_score_gemma":0.000891786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000090054,"about_ca_topic_score_gemma":0.000005489417,"domain_scores_codex":[0.996895,0.0007248287,0.0007865715,0.0007667771,0.0001345356,0.0006922811],"domain_scores_gemma":[0.9980947,0.0002038002,0.0003437708,0.0006922444,0.00004712457,0.0006183787],"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":[0.00007089142,0.0001231451,0.001667451,0.05865942,0.00007961594,0.0003721155,0.000003275493,3.011122e-8,0.000001016465,0.0002136638,0.0004310639,0.9383783],"study_design_scores_gemma":[0.0003094728,0.0002481035,0.006657555,0.0130297,0.001524858,0.000261551,0.000001998942,6.426655e-7,6.186429e-8,0.00004661808,0.9775882,0.0003312859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009332335,0.9965517,0.000002018851,0.0002433227,0.0002629747,0.001599716,0.0001166291,0.00004418235,0.001086159],"genre_scores_gemma":[0.0001151705,0.9970381,0.00001922398,0.0006471461,0.0009241331,0.0003226441,0.0002667597,0.00008077971,0.0005860605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9771571,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097701803192567,"score_gpt":0.3347036019672194,"score_spread":0.3037265839352937,"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."}}