{"id":"W4412489225","doi":"10.1515/cclm-2025-0651","title":"Can Theranos resurrect from its ashes?","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Publication; Valuation (finance); Competition (biology); Prison; Pharmacy; Management; Engineering; Business; Political science; Accounting; Economics; Law","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01063033,0.0007945169,0.0007060923,0.001105464,0.004289295,0.01358905,0.002256772,0.0180467,0.03069261],"category_scores_gemma":[0.02580721,0.0002891135,0.001253727,0.001161124,0.01041295,0.01846981,0.004428544,0.0231617,0.01248317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004303181,"about_ca_system_score_gemma":0.006924193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006417926,"about_ca_topic_score_gemma":0.009669317,"domain_scores_codex":[0.9939618,0.001663167,0.0003419584,0.0007238358,0.002260119,0.00104925],"domain_scores_gemma":[0.9886636,0.004454418,0.0008426596,0.0008081738,0.003037003,0.002194179],"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":[0.0001238852,0.00009378162,0.0006847437,0.0003294683,0.0000220884,0.0005313765,0.001391596,0.00007241369,0.0005117845,0.1755676,0.7679064,0.05276492],"study_design_scores_gemma":[0.00001185264,0.00004308645,0.0003132118,0.0001935045,0.000007358158,0.0001903,0.0008193941,0.00003505928,0.0002096549,0.01541238,0.9827435,0.00002063546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007574555,0.01640253,0.0005946323,0.9438684,0.01604738,0.0000153035,0.00006614868,0.00008548088,0.02216259],"genre_scores_gemma":[0.02113785,0.02201895,0.001674665,0.8784493,0.01888094,0.00004918272,0.00008931971,0.0001990786,0.05750083],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9819533,"threshold_uncertainty_score":0.102677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484536813675983,"score_gpt":0.4910374356167738,"score_spread":0.3425837542491754,"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."}}