{"id":"W2893820555","doi":"10.1001/jamasurg.2018.3222","title":"Frequency of Misinterpretation of Inconclusive Noninferiority Trials","year":2018,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Clinical trial; General surgery; MEDLINE; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0009577018,0.0001014783,0.0008895666,0.0001383338,0.000019122,0.000004406434,0.00004022215,0.00009945878,0.0008245509],"category_scores_gemma":[0.003438863,0.00007977015,0.0003142469,0.0002650648,0.0001719046,0.0000925219,0.00003259339,0.00006776824,0.00001953052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009440903,"about_ca_system_score_gemma":0.0002657836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003860858,"about_ca_topic_score_gemma":0.00002064239,"domain_scores_codex":[0.998566,0.000181617,0.0007037715,0.0001584566,0.0002636119,0.0001265569],"domain_scores_gemma":[0.9971461,0.001674401,0.0004292938,0.0002214592,0.0004531869,0.00007560541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002265655,0.0003862765,0.8840687,0.0002457355,0.0004444811,0.00006577303,0.0009846933,2.170018e-7,0.0460446,0.0001840592,0.001502429,0.06380744],"study_design_scores_gemma":[0.001871098,0.0005753534,0.7087901,0.0006043714,0.0002399484,0.0000263013,0.00006763462,0.00003908509,0.2861099,0.0008908212,0.0006598427,0.0001255625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875166,0.0002864694,0.00009605091,0.000258189,0.0004794141,0.0002673552,0.000034838,0.00002017259,0.01104088],"genre_scores_gemma":[0.9990576,0.00003463208,0.0004413842,0.0001036907,0.0002349724,0.00001346613,0.00001808107,0.00001030284,0.00008589086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2400653,"threshold_uncertainty_score":0.9028254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325548414742081,"score_gpt":0.3656234845886323,"score_spread":0.3023680004412114,"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."}}