{"id":"W1860417895","doi":"10.3109/15412555.2015.1021908","title":"Alpha-1 Antitrypsin Deficiency in Canada: Regional Disparities in Diagnosis and Management","year":2015,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Protease and Inhibitor Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Alpha 1-antitrypsin deficiency; Geography; Political science; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007172567,0.0002145862,0.0002761935,0.001168802,0.002278973,0.0009091556,0.001000172,0.0003871988,0.002401632],"category_scores_gemma":[0.001926975,0.0001466686,0.0002980372,0.004092359,0.0006110557,0.0002997532,0.001007999,0.0004865951,0.000173499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02400701,"about_ca_system_score_gemma":0.03840861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988665,"about_ca_topic_score_gemma":0.9915326,"domain_scores_codex":[0.9988946,0.00008356461,0.00007404571,0.000172893,0.0002774461,0.0004974128],"domain_scores_gemma":[0.9978865,0.0001417211,0.0005434355,0.00004907257,0.0007165662,0.0006627616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006968708,0.00003072526,0.9740902,0.0001068983,0.00005176152,0.0002611244,0.001219441,0.0001852379,0.00030586,0.0004911714,0.004781872,0.0184059],"study_design_scores_gemma":[0.000007676403,0.00001989405,0.9938379,0.0001442667,0.00003474971,0.0002223215,0.002318894,0.0002964528,0.00005908375,0.000107354,0.002936259,0.00001504417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967514,0.007953392,0.0003330982,0.007893408,0.00007269518,0.00008223652,0.006442288,0.00003947674,0.009669481],"genre_scores_gemma":[0.9960406,0.00181217,0.0001956426,0.0005347381,0.00001651348,0.00001285318,0.0009638408,0.000005794544,0.000417844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02400701,"threshold_uncertainty_score":0.1741838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297406169877854,"score_gpt":0.2247379813383542,"score_spread":0.2117639196395756,"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."}}