{"id":"W2768352651","doi":"10.1016/j.ymeth.2017.11.004","title":"Multiplexed approaches correlating mitochondrial health to cell health using microcapillary cytometry","year":2017,"lang":"en","type":"article","venue":"Methods","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Gambogic acid; Programmed cell death; Apoptosis; Cell biology; Mitochondrion; Niclosamide; Biology; Cell; Oxidative stress; Context (archaeology); Chemistry; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001285235,0.000236018,0.0004151167,0.0001086149,0.0008403422,0.00008363742,0.0003741197,0.0002273965,0.00002710793],"category_scores_gemma":[0.000702802,0.0002367677,0.0001478067,0.00009151935,0.00007823692,0.000006747616,0.0003187969,0.0002133556,0.00002041089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005491924,"about_ca_system_score_gemma":0.0002975017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000221229,"about_ca_topic_score_gemma":0.00004990818,"domain_scores_codex":[0.997405,0.000894855,0.0004262266,0.0006423756,0.0001238007,0.0005077524],"domain_scores_gemma":[0.9981535,0.00004910419,0.000456616,0.0009639669,0.00005064231,0.000326151],"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":[0.0001517653,0.00004960383,0.001242813,0.00005435377,0.00001858283,0.000001617412,0.0002698546,0.0001777163,0.9590381,0.00001871764,0.00332418,0.03565273],"study_design_scores_gemma":[0.00322707,0.001671962,0.002866204,0.00008856301,0.0000290202,0.0001372298,0.0006563934,0.002157421,0.7429683,0.00008019154,0.2451389,0.0009787469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08661357,0.001902058,0.9028245,0.001187474,0.004920437,0.001035706,0.00003604123,0.00003951178,0.001440705],"genre_scores_gemma":[0.02206728,0.00006774444,0.9726227,0.002479841,0.001433356,0.00002847865,0.00007551309,0.00005091939,0.0011742],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2418147,"threshold_uncertainty_score":0.9655107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377415958557029,"score_gpt":0.4156762784403956,"score_spread":0.2779346825846927,"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."}}