{"id":"W3200373802","doi":"10.1515/cclm-2021-0994","title":"Theranos revisited: the trial and lessons learned","year":2021,"lang":"en","type":"letter","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Medical physics","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":[0.05376083,0.001393102,0.00463048,0.001345414,0.002763605,0.01142037,0.005400247,0.05217675,0.01832551],"category_scores_gemma":[0.1180396,0.0007973178,0.00352573,0.002741282,0.006247896,0.01167681,0.002913174,0.0402189,0.005645133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007644221,"about_ca_system_score_gemma":0.01240244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006393071,"about_ca_topic_score_gemma":0.01728155,"domain_scores_codex":[0.9728543,0.01590135,0.002498949,0.002344318,0.005105387,0.001295766],"domain_scores_gemma":[0.8198384,0.14685,0.007188918,0.003853668,0.01147716,0.01079181],"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":[0.005187422,0.0004344297,0.001657875,0.002009023,0.0005975699,0.001056407,0.0003542991,0.0003698712,0.0006137253,0.03417199,0.7831113,0.1704361],"study_design_scores_gemma":[0.01128128,0.001486041,0.002292772,0.007929807,0.0009955895,0.0006603435,0.0007400382,0.001323642,0.0005522425,0.06849974,0.904039,0.0001994258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00105203,0.03190979,0.0004310205,0.9481674,0.01392618,0.00005821479,0.0001973132,0.00005160113,0.004206359],"genre_scores_gemma":[0.0119839,0.01254404,0.002397407,0.9277646,0.03993256,0.0002839387,0.0001305086,0.00009932825,0.004863781],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9478232,"threshold_uncertainty_score":0.2843179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.732955907686264,"score_gpt":0.6174668025741581,"score_spread":0.1154891051121059,"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."}}