{"id":"W6907833120","doi":"10.25384/sage.7503629","title":"Supplemental Material1 - Supplemental material for Breast cancer subtype and screening sensitivity in the Quebec Mammography Screening Program","year":2018,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mammography; Breast cancer; Breast cancer screening; Mammography screening; Medical screening; Screening mammography; Screening test","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002273295,0.0002673145,0.000394146,0.0001603067,0.0003724397,0.0004477704,0.0003720959,0.00009152478,0.003271762],"category_scores_gemma":[0.00003678852,0.0001969925,0.00007998165,0.0003097969,0.0002378021,0.0007846745,0.0003897662,0.0002404434,0.000002151975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006257323,"about_ca_system_score_gemma":0.000109872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02796019,"about_ca_topic_score_gemma":0.06140488,"domain_scores_codex":[0.997612,0.0001603748,0.0005150911,0.0005050182,0.0005407646,0.0006667256],"domain_scores_gemma":[0.9988528,0.00006548396,0.0002238484,0.0005731672,0.0001141606,0.0001704952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003405278,0.0001846794,0.4518446,0.0001111438,0.0002613163,0.0002907176,0.0006279377,9.436594e-7,0.02221891,0.00001428644,0.01858876,0.5024514],"study_design_scores_gemma":[0.004722461,0.0007032967,0.9636407,0.001896281,0.0003576996,0.0023616,0.00401289,0.0008273565,0.003134188,0.00004039873,0.01788519,0.000417966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521513,0.0008438658,0.002057828,0.00653301,0.0004208843,0.001747491,0.03614421,0.00005725849,0.00004414551],"genre_scores_gemma":[0.9806211,0.0003503919,0.01347859,0.001087466,0.002105264,0.00007961486,0.002226152,0.00003366824,0.00001776369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5117961,"threshold_uncertainty_score":0.9976394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0884430549084319,"score_gpt":0.392166686296873,"score_spread":0.3037236313884411,"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."}}