{"id":"W3156007308","doi":"10.1136/thoraxjnl-2020-215287","title":"Functional respiratory assessment: some key misconceptions and their clinical implications","year":2021,"lang":"en","type":"review","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Pulmonologists; Context (archaeology); Intensive care medicine; Spirometry; Pulmonary function testing; Internal medicine; Asthma","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":[0.0007205645,0.0004303914,0.001735013,0.0002369,0.0002492226,0.00006414922,0.0002024938,0.000422583,0.001318998],"category_scores_gemma":[0.0002222195,0.0003373211,0.0008165139,0.0004485809,0.00056273,0.0001284165,0.0003319383,0.00139607,0.0002007449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948099,"about_ca_system_score_gemma":0.004381649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004499943,"about_ca_topic_score_gemma":0.000002431933,"domain_scores_codex":[0.9967149,0.0006952604,0.0009021684,0.0009253011,0.0003493175,0.0004130371],"domain_scores_gemma":[0.9971052,0.0007046068,0.0002490752,0.001090277,0.0002863799,0.0005644158],"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":[0.000008442636,0.00030666,0.0004895671,0.005282244,0.0004917764,0.00004010302,0.000009566044,1.033196e-7,0.000003316895,0.009330518,0.009174434,0.9748633],"study_design_scores_gemma":[0.0004512294,0.00006470406,0.02060034,0.003480184,0.0008883528,0.0001607853,0.0000573214,0.000005438542,1.989363e-7,0.000530345,0.9734895,0.0002716228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008658841,0.9927494,0.0001291617,0.0007813457,0.0003041884,0.001216105,0.0005992148,0.00008139108,0.004052593],"genre_scores_gemma":[0.00005459129,0.9929537,0.0003309751,0.0002925363,0.001844693,0.0004505817,0.001368845,0.0000881052,0.002615986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9745917,"threshold_uncertainty_score":0.9999079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2011208671779707,"score_gpt":0.4801227105614279,"score_spread":0.2790018433834571,"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."}}