{"id":"W4386909784","doi":"10.1001/jamaoncol.2023.3651","title":"Risk of Death Due to Pregnancy-Associated Cancers—More Questions Than Answers—Reply","year":2023,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Otorhinolaryngology; Family medicine; MEDLINE; Psychiatry","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002679209,0.000404029,0.001453171,0.0004484734,0.00009712564,0.00001578226,0.0002763525,0.001638442,0.0002529914],"category_scores_gemma":[0.0008922825,0.000364052,0.0003949161,0.0005821643,0.0001462489,0.0000453705,0.0001232551,0.002433462,0.0001215329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546147,"about_ca_system_score_gemma":0.001938496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04644372,"about_ca_topic_score_gemma":0.01099643,"domain_scores_codex":[0.997332,0.000252882,0.0006388525,0.00066714,0.0004424498,0.000666638],"domain_scores_gemma":[0.9975374,0.0005564588,0.0006257057,0.0007076072,0.00036821,0.0002046572],"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":[0.0001405507,0.00008522643,0.02575216,0.0001865465,0.0006080536,0.002182626,0.00109293,0.000020143,0.00002632764,0.000009486961,0.9580925,0.01180343],"study_design_scores_gemma":[0.001508697,0.001613392,0.188053,0.001314785,0.000925945,0.00006014907,0.0001280718,0.00002203581,0.00003254485,0.00009174137,0.8059524,0.0002972044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06190759,0.001021109,0.000071517,0.9211979,0.003973883,0.001913922,0.003251675,0.0003994113,0.006263001],"genre_scores_gemma":[0.05485746,0.003162279,0.0006318393,0.8952104,0.008669862,0.0009253756,0.002628867,0.0004178491,0.03349608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1623009,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973289275205126,"score_gpt":0.3361973467334496,"score_spread":0.3064644539813983,"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."}}