{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007246449,0.000755047,0.002325798,0.0003078273,0.0004560446,0.00002924456,0.001666859,0.002601145,0.01158625],"category_scores_gemma":[0.05363074,0.0005587855,0.0003708922,0.0003624215,0.000734297,0.0002751229,0.000694748,0.03540596,0.008509814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952817,"about_ca_system_score_gemma":0.001562367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610285,"about_ca_topic_score_gemma":0.0003870954,"domain_scores_codex":[0.9795446,0.01117358,0.00459257,0.001407146,0.001864877,0.001417172],"domain_scores_gemma":[0.9688826,0.02474653,0.003054799,0.00142183,0.001029891,0.0008643751],"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":[0.0003481432,0.00002919893,0.01205784,0.002241183,0.0002518646,0.003631999,0.001904888,8.573153e-8,0.000002187342,0.00008245004,0.9621316,0.01731854],"study_design_scores_gemma":[0.002322917,0.00108314,0.002128042,0.007451809,0.0002107712,0.00004025632,0.00122806,0.00005417796,3.818006e-7,0.0009866849,0.9840471,0.0004466859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006858908,0.0008555307,0.0002896402,0.9275985,0.02162476,0.001392577,0.0001199101,0.0003935951,0.04703956],"genre_scores_gemma":[0.0009977614,0.0008376412,0.0002169336,0.8240026,0.1456967,0.0001691726,0.0004724129,0.000167781,0.02743902],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1240719,"threshold_uncertainty_score":0.9996864,"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."}}