{"id":"W2793125759","doi":"10.1097/ipc.0000000000000597","title":"All in The Name of Vanity","year":2018,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint-Vincent Hospital","funders":"","keywords":"Medicine; Azithromycin; Amikacin; Regimen; Cefoxitin; Mycobacterium abscessus; Surgery; Imipenem; Refractory (planetary science); Antibiotics; Adverse effect; Internal medicine; Mycobacterium; Antibiotic resistance","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":[0.0005592702,0.0005314251,0.0003960164,0.001265097,0.00162217,0.003353876,0.0009694102,0.001438758,0.1269687],"category_scores_gemma":[0.004190079,0.0001650835,0.0003600787,0.0007013411,0.001163952,0.001612149,0.002537536,0.002017197,0.0382156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009184697,"about_ca_system_score_gemma":0.00113957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447813,"about_ca_topic_score_gemma":0.002066976,"domain_scores_codex":[0.9992766,0.0001715882,0.00007031431,0.0001254935,0.0001819551,0.0001741109],"domain_scores_gemma":[0.9985883,0.0002108048,0.0002776743,0.0002107991,0.000355962,0.000356393],"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":[0.0001681448,0.0001884447,0.01310651,0.0007405853,0.00007165033,0.02014597,0.001722449,0.0002533426,0.00354824,0.03400217,0.5834117,0.3426408],"study_design_scores_gemma":[0.000007110374,0.00003042592,0.0009225421,0.00022556,0.0000112362,0.01585248,0.0005056505,0.000127964,0.0004390286,0.00268267,0.9791823,0.00001303137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04914935,0.07151335,0.009448168,0.1167471,0.07268761,0.0001453832,0.00159209,0.00150236,0.6772145],"genre_scores_gemma":[0.239143,0.01690059,0.003238996,0.01967451,0.01309736,0.00007066149,0.0007969807,0.0004494909,0.7066285],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1269687,"threshold_uncertainty_score":0.4247525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09994038776763692,"score_gpt":0.4969646856938377,"score_spread":0.3970242979262008,"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."}}