{"id":"W4406479080","doi":"10.1016/j.yped.2013.04.006","title":"10.1016/j.yped.2013.04.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mycobacterium chelonae; Medicine; Outbreak; Microbiology; Virology; Dermatology; Mycobacterium; Pathology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008244585,0.001088092,0.0005811623,0.001653518,0.0008724502,0.002930071,0.000945397,0.003328704,0.8858027],"category_scores_gemma":[0.001669295,0.000442362,0.0005784803,0.0006900257,0.0009548568,0.002098131,0.001297847,0.001714287,0.8392821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008629202,"about_ca_system_score_gemma":0.00119583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022358,"about_ca_topic_score_gemma":0.001747456,"domain_scores_codex":[0.9996575,0.00003092267,0.00002574678,0.00009148262,0.000106376,0.00008798041],"domain_scores_gemma":[0.9988883,0.0001757829,0.0001351949,0.00007669683,0.000218511,0.0005055434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003617098,0.0002813466,0.006141657,0.0004986281,0.00004523631,0.0006584961,0.0001070866,0.0002485102,0.001615302,0.005265879,0.3297377,0.6550385],"study_design_scores_gemma":[0.00005458034,0.0001186365,0.005899044,0.0007530597,0.00003122983,0.004091809,0.0002290947,0.0002464206,0.0007738024,0.003918539,0.9838594,0.00002449608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007645649,0.02153544,0.004495614,0.01564045,0.005105384,0.0001416478,0.004731569,0.002740794,0.9379634],"genre_scores_gemma":[0.01917216,0.006711414,0.00299502,0.002996693,0.001263213,0.00007567028,0.002659198,0.0003460165,0.9637805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1141973,"threshold_uncertainty_score":0.1628886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029619302277789,"score_gpt":0.2265939977136209,"score_spread":0.216297804690843,"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."}}