{"id":"W2604877316","doi":"10.3791/55273","title":"System for Efficacy and Cytotoxicity Screening of Inhibitors Targeting Intracellular <em>Mycobacterium tuberculosis</em>","year":2017,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Mitacs; British Columbia Lung Association","keywords":"Tuberculosis; Mycobacterium tuberculosis; Cytotoxicity; Microbiology; Medicine; Biology; Immunology; In vitro; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.002919045,0.0003605354,0.001550835,0.0003444917,0.000435938,0.0001214295,0.0003669551,0.0002915389,0.00004325853],"category_scores_gemma":[0.003383667,0.0002870685,0.0004361738,0.00009737781,0.000213769,0.0004133663,0.0002381341,0.000425217,0.000004794623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913122,"about_ca_system_score_gemma":0.0001200416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003561046,"about_ca_topic_score_gemma":0.000002074476,"domain_scores_codex":[0.9961041,0.0003751433,0.0016566,0.0003833634,0.0007697569,0.0007110364],"domain_scores_gemma":[0.9961177,0.0004014436,0.001698752,0.0004909871,0.0006421385,0.0006489411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003612115,0.0004406285,0.007415353,0.0005484675,0.0007984642,0.00009395074,0.001025293,0.00000764814,0.9811027,0.00008567871,0.003397268,0.001472418],"study_design_scores_gemma":[0.01565083,0.002802955,0.02275144,0.002250534,0.0003613532,0.0003791835,0.001739469,0.001704883,0.9476901,0.00001930046,0.004267802,0.0003821838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920933,0.003861393,0.001959842,0.0004441042,0.0006714906,0.0007832945,0.00001919028,0.00002613012,0.00014128],"genre_scores_gemma":[0.9878044,0.0003728322,0.01057828,0.0001028224,0.0009679117,0.00002883676,0.00001707681,0.0000610397,0.00006684936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03341265,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850602795953419,"score_gpt":0.3973129782807148,"score_spread":0.3588069503211807,"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."}}