{"id":"W4206103426","doi":"10.1016/j.annonc.2020.10.469","title":"Cautionary tails","year":2020,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; NOSM University; Princess Margaret Cancer Centre; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.09319592,0.001930894,0.003035013,0.003739747,0.003750885,0.006748176,0.004614511,0.01319516,0.03548544],"category_scores_gemma":[0.5502638,0.001557766,0.002406087,0.003364191,0.01079112,0.007263015,0.004297233,0.02797359,0.01763851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149156,"about_ca_system_score_gemma":0.003247227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663682,"about_ca_topic_score_gemma":0.003466695,"domain_scores_codex":[0.8999826,0.063046,0.008415939,0.01119283,0.01556589,0.001796741],"domain_scores_gemma":[0.4653637,0.4109086,0.01980753,0.07055078,0.03107541,0.002293935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003848395,0.00004463955,0.001906465,0.000788667,0.0002690772,0.0009243867,0.001339443,0.001144899,0.0003069466,0.333626,0.5760152,0.08324947],"study_design_scores_gemma":[0.0002280493,0.00005000334,0.001545017,0.001794967,0.0001756789,0.001180592,0.0002844243,0.00671915,0.001139831,0.8034771,0.1832771,0.0001280775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.004264636,0.007689787,0.5240723,0.3046421,0.05073506,0.000789211,0.002899702,0.002537514,0.1023698],"genre_scores_gemma":[0.1902543,0.003108553,0.1870968,0.4519521,0.04064983,0.003538326,0.0006478697,0.00219047,0.1205616],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09319592,"threshold_uncertainty_score":0.492873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.909316191993618,"score_gpt":0.6858299607201127,"score_spread":0.2234862312735053,"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."}}