{"id":"W7128105557","doi":"","title":"CIGARETTE SMOKING AND BACTERIAL-HOST INTERACTIONS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"COPD; Cigarette smoke; Context (archaeology); Disease; Asymptomatic; Haemophilus influenzae; Neutrophilia; Microbiome","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":[0.0002813819,0.0001665706,0.0001984694,0.0001883517,0.0003004092,0.0009430148,0.0001601487,0.000482835,0.003455497],"category_scores_gemma":[0.0003049704,0.0001172518,0.0002702629,0.0001772704,0.0002086655,0.0002124076,0.0005275853,0.0006336358,0.000442165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717828,"about_ca_system_score_gemma":0.0004017031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009231362,"about_ca_topic_score_gemma":0.002171803,"domain_scores_codex":[0.9997998,0.00005886797,0.000009306194,0.00003012755,0.00006165075,0.00004034958],"domain_scores_gemma":[0.9998771,0.00004002696,0.0000299893,0.000006367286,0.000019017,0.00002737323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001642117,0.001463189,0.1711115,0.004898179,0.0006376111,0.001724491,0.003770227,0.001352751,0.1628709,0.04585737,0.02945372,0.575218],"study_design_scores_gemma":[0.00006568004,0.003933685,0.5481727,0.002619677,0.0005705869,0.002258533,0.002675222,0.002065473,0.03755265,0.02263794,0.3773187,0.0001290978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5862216,0.368143,0.002278389,0.007369141,0.001114805,0.0001249148,0.0005723977,0.00005944659,0.03411628],"genre_scores_gemma":[0.7791116,0.1911743,0.001737204,0.001761083,0.0005827817,0.0001129588,0.0004351585,0.0000132363,0.02507164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003455497,"threshold_uncertainty_score":0.01155978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411800600820587,"score_gpt":0.2539412841109481,"score_spread":0.2398232781027422,"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."}}