{"id":"W3179208951","doi":"10.1007/s00408-021-00453-7","title":"Determinants and Follow-up of Lung Function Data from a Predominantly First Nations Cohort of Adults Referred to Specialist Respiratory Outreach Clinics in Regional and Remote Queensland","year":2021,"lang":"en","type":"article","venue":"Lung","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Vital capacity; DLCO; Cohort; Pulmonary function testing; Underweight; Diffusing capacity; COPD; Internal medicine; Lung; Lung function; Body mass index; Overweight","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005333714,0.0002704622,0.0002563425,0.0005824951,0.0007809406,0.0007946736,0.000486219,0.0004992254,0.001360322],"category_scores_gemma":[0.002245687,0.0003691977,0.0004122737,0.0009259542,0.0003823787,0.0004636633,0.0008617329,0.0008155085,0.0002443833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092253,"about_ca_system_score_gemma":0.0008073747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.233198,"about_ca_topic_score_gemma":0.173248,"domain_scores_codex":[0.9994082,0.0001176054,0.00004318303,0.0001527072,0.00007232073,0.0002060255],"domain_scores_gemma":[0.9987418,0.0001909604,0.0003974935,0.00009813427,0.0002119945,0.0003595492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003985173,0.00002262482,0.9987246,0.000004448961,0.00001269888,0.00007769273,0.0005167492,0.00002083633,0.000255373,0.000009693359,0.00006379815,0.0002516469],"study_design_scores_gemma":[0.000001553395,0.00002611722,0.9993697,0.000002367289,0.000004205348,0.000047118,0.0004562088,0.00003495684,0.00001051433,0.00000332456,0.0000425786,0.000001412046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994537,0.00004376503,0.0000183982,0.00002935839,0.00000128897,0.000005764301,0.0003120611,0.000001145193,0.0001343942],"genre_scores_gemma":[0.9995818,0.00002316298,0.0000129407,0.00001618465,0.000001449514,0.000004603879,0.0002293452,7.618156e-7,0.0001299398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233198,"threshold_uncertainty_score":0.4636812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053848846440827,"score_gpt":0.3405221968565268,"score_spread":0.2999837083921186,"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."}}