{"id":"W3034491675","doi":"10.1001/jamainternmed.2020.1689","title":"Clinical Uncertainty—Reply","year":2020,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","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":[0.00597751,0.000877635,0.001118824,0.001120604,0.005048105,0.004416738,0.00205561,0.06258868,0.01935926],"category_scores_gemma":[0.04903386,0.001009402,0.001244143,0.001177284,0.003888327,0.005729448,0.002355763,0.04359521,0.01515612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005696747,"about_ca_system_score_gemma":0.008306197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008553404,"about_ca_topic_score_gemma":0.008943439,"domain_scores_codex":[0.9951392,0.00140761,0.0006948943,0.0006322036,0.001399549,0.0007264305],"domain_scores_gemma":[0.9831648,0.009374554,0.0008762073,0.0004399669,0.003766902,0.002377575],"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":[0.00001919811,0.00000960884,0.0003246092,0.00002181362,0.000004771095,0.0003161267,0.00008170785,0.00002259644,0.0000367933,0.0009468285,0.9958172,0.002398825],"study_design_scores_gemma":[0.00009332285,0.00004802108,0.001678151,0.0003716638,0.00002041155,0.001824869,0.0009003601,0.0003361624,0.0002081827,0.008468509,0.9859464,0.0001040374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000159952,0.0002792649,0.00003952366,0.98764,0.009987769,0.000008813968,0.00006121818,0.00003214413,0.001791279],"genre_scores_gemma":[0.001462151,0.0001634668,0.00007716672,0.9853261,0.01051981,0.00002371779,0.00002397435,0.00001472584,0.002388966],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06258868,"threshold_uncertainty_score":0.06476319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6704645659382126,"score_gpt":0.6095381355443953,"score_spread":0.06092643039381729,"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."}}