{"id":"W3105619653","doi":"10.7861/clinmed.2020-0661","title":"Lessons of the month: A breathless severe asthmatic in the genomic era: Occam's razor or Hickam's dictum?","year":2020,"lang":"en","type":"article","venue":"Clinical Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University; McMaster University; Université de Sherbrooke; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research; Pontificia Universidad Católica de Chile; Reseau canadien de recherche respiratoire; Teva Pharmaceutical Industries","keywords":"Medicine; Bronchial thermoplasty; Genetic testing; Myopathy; Asthma; Intensive care medicine; Cardiomyopathy; Pathology; Cardiology; Internal medicine; Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810805,0.000634718,0.000797884,0.000963742,0.00205539,0.002187975,0.000985442,0.007704121,0.003684734],"category_scores_gemma":[0.01260328,0.0003303023,0.0006000932,0.0004642637,0.003989475,0.007075755,0.002035401,0.01083126,0.001461858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268569,"about_ca_system_score_gemma":0.001511221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317171,"about_ca_topic_score_gemma":0.005599714,"domain_scores_codex":[0.9990981,0.0003671921,0.00008696786,0.0001630719,0.0001373682,0.0001474823],"domain_scores_gemma":[0.9958906,0.002121214,0.0003330581,0.0001630915,0.0004687305,0.001023301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002967588,0.0002252832,0.03457444,0.0008505497,0.0001157616,0.1983356,0.01082806,0.0003794405,0.002153598,0.03086954,0.5845886,0.1367823],"study_design_scores_gemma":[0.00008419447,0.0003070947,0.01297586,0.003321024,0.0001255695,0.4176782,0.0321345,0.0009045709,0.0006024793,0.09487666,0.4367382,0.0002516932],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0180722,0.051324,0.002643283,0.8984804,0.02160919,0.00002449991,0.0001006124,0.0001059366,0.007639926],"genre_scores_gemma":[0.3279397,0.08233993,0.006982709,0.4810866,0.08888035,0.00004798562,0.0001475634,0.0001884061,0.01238678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007704121,"threshold_uncertainty_score":0.01232666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0989708324064797,"score_gpt":0.3895474983013299,"score_spread":0.2905766658948502,"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."}}