{"id":"W4233647832","doi":"10.1007/0-306-46834-4_50","title":"Nontuberculous Mycobacteria","year":2006,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nontuberculous mycobacteria; Microbiology; Medicine; Biology; Mycobacterium; Pathology; Tuberculosis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0006100961,0.001016934,0.001404121,0.0008351138,0.0001529851,0.0004292077,0.0007615397,0.002872462,0.004670274],"category_scores_gemma":[0.0002807979,0.0009373964,0.0007095979,0.00005782631,0.0004185052,0.0005273517,0.0004039808,0.004531786,0.001153296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404535,"about_ca_system_score_gemma":0.001000608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001795124,"about_ca_topic_score_gemma":0.00001624022,"domain_scores_codex":[0.994732,0.00004710699,0.001117858,0.001260841,0.001525893,0.001316367],"domain_scores_gemma":[0.9964811,0.0002140832,0.0004143901,0.001241881,0.0004648661,0.00118365],"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":[0.000266362,0.00002844506,0.0008739355,0.0003079537,0.0003706038,0.0004609695,0.00006207709,1.729744e-7,0.0009916159,0.00454177,0.9803132,0.01178292],"study_design_scores_gemma":[0.001586592,0.0002606827,0.001452455,0.000745123,0.0004534737,0.0003094107,0.000008930087,0.000005759911,0.0002772853,0.004957447,0.9890791,0.0008638089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002247601,0.00117007,0.00001369948,0.001430791,0.001119352,0.001381758,0.0002115131,0.0004913082,0.9919339],"genre_scores_gemma":[0.009185439,0.0001530408,0.0001647554,0.002861805,0.003366041,0.0001467637,0.001136592,0.000363447,0.9826221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01091911,"threshold_uncertainty_score":0.9996244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300921493317552,"score_gpt":0.2678729156139256,"score_spread":0.2448637006807501,"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."}}