{"id":"W2597603831","doi":"10.14740/cii.v2i1.26","title":"Mycobacterium abscessus Infection After Breast Implantation","year":2017,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chills; Surgery; Mycobacterium abscessus; Breast surgery; Mycobacterium; Internal medicine; Tuberculosis; Pathology; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006996086,0.0001274524,0.0002707856,0.0000822911,0.0005032606,0.0002113815,0.00005085245,0.0001931276,0.0005687462],"category_scores_gemma":[0.0007794439,0.0001073657,0.0001398876,0.000052538,0.0002556636,0.0004309716,0.00009618726,0.0005177819,0.0001658527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003312086,"about_ca_system_score_gemma":0.00005203101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123363,"about_ca_topic_score_gemma":0.0003755596,"domain_scores_codex":[0.9989123,0.0001749209,0.0003514315,0.0002185846,0.0001315795,0.0002111698],"domain_scores_gemma":[0.9986489,0.0001746255,0.0001674122,0.0005210179,0.0001997283,0.0002882732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007098275,0.0003023473,0.9598142,0.00008245776,0.00004984943,0.00001147358,0.0000242676,3.702562e-8,0.0005457479,0.00001874438,0.0004520349,0.03798905],"study_design_scores_gemma":[0.001496739,0.0005138813,0.9906992,0.00008829081,0.0000738702,0.0002279039,0.00000483048,0.00002339074,0.0002847451,0.00009212438,0.006384821,0.0001102507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936055,0.00003300753,0.00007638998,0.0006544132,0.0008493609,0.0002318201,0.00002124645,0.00007301746,0.004455269],"genre_scores_gemma":[0.9955841,0.003128314,0.00003008203,0.0003635646,0.0004886127,0.00003987463,0.00005311366,0.00001203895,0.0003003537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0378788,"threshold_uncertainty_score":0.6227372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06290381934014229,"score_gpt":0.4161342784505448,"score_spread":0.3532304591104026,"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."}}