{"id":"W2791924395","doi":"10.1007/s00408-018-0087-9","title":"Mycobacterium xenopi Genotype Associated with Clinical Phenotype in Lung Disease","year":2018,"lang":"en","type":"article","venue":"Lung","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; West Park Healthcare Centre; Toronto Western Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Genotype; Medicine; Disease; Lung disease; Lung; Pulmonary disease; Phenotype; Immunology; Internal medicine; Biology; Gene; Genetics","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":[0.0003692547,0.0004924522,0.0004211411,0.001135132,0.0005249447,0.0008703534,0.0004573996,0.0009678265,0.004528597],"category_scores_gemma":[0.002406817,0.0002022939,0.0003546121,0.0007682376,0.0006594255,0.0005084046,0.0005524423,0.0006173186,0.0006650824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061552,"about_ca_system_score_gemma":0.0002452682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105616,"about_ca_topic_score_gemma":0.0006195953,"domain_scores_codex":[0.9994166,0.0001549346,0.00007893392,0.00009953624,0.00008595401,0.0001640172],"domain_scores_gemma":[0.9983334,0.000379665,0.0005426586,0.00008839599,0.000190874,0.0004649391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006650973,0.00008275711,0.9824381,0.00001895318,0.00003112993,0.005731166,0.0001066048,0.00006359559,0.009158809,0.00007838013,0.0001258524,0.00149943],"study_design_scores_gemma":[0.00001194189,0.0002961398,0.9809481,0.00002136809,0.00004983962,0.01595846,0.0005470234,0.000286586,0.001290126,0.0002135,0.0003669891,0.000009893285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979684,0.0003061659,0.0001162896,0.0001102186,0.00001753637,0.000006236307,0.0001208456,0.000005806113,0.001348555],"genre_scores_gemma":[0.9996631,0.00004537688,0.00005541726,0.00002031082,0.00001453011,0.000001617602,0.00005921869,0.000002286277,0.0001380983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004528597,"threshold_uncertainty_score":0.01514971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666871571449148,"score_gpt":0.3435327512585042,"score_spread":0.3168640355440127,"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."}}