{"id":"W2795883664","doi":"10.1016/j.chest.2018.01.017","title":"Giants in Chest Medicine","year":2018,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Technician; Lung function; Pride; Internal medicine; Lung; Theology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140521,0.0004858537,0.0006225787,0.002775077,0.002018351,0.002473478,0.0007556764,0.006769462,0.01546326],"category_scores_gemma":[0.007467553,0.0004383357,0.0004249087,0.001349241,0.002958489,0.00427192,0.002795433,0.00895341,0.006662238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543507,"about_ca_system_score_gemma":0.001919474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257952,"about_ca_topic_score_gemma":0.004988931,"domain_scores_codex":[0.9990797,0.0001932959,0.0001415912,0.00009445987,0.0002655078,0.0002254961],"domain_scores_gemma":[0.9957135,0.001086027,0.0004027285,0.0002181836,0.0007265166,0.001853019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000772698,0.00009054886,0.01031865,0.0006612903,0.00002565793,0.02297506,0.0008994524,0.00008563711,0.0006370559,0.01813376,0.8551504,0.09094529],"study_design_scores_gemma":[0.00003645927,0.00007616133,0.01001521,0.002662589,0.00002836051,0.08079559,0.001535192,0.00007775656,0.0001108988,0.01209101,0.8925401,0.00003050298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01158803,0.2645159,0.0005992207,0.5462957,0.07687872,0.00004247922,0.0001526934,0.0001526816,0.09977467],"genre_scores_gemma":[0.135811,0.1950936,0.001543763,0.230812,0.3712798,0.00006954521,0.0004042531,0.00015546,0.06483056],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01546326,"threshold_uncertainty_score":0.05172974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986877347312243,"score_gpt":0.3176381405563141,"score_spread":0.2877693670831917,"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."}}