{"id":"W4248250894","doi":"10.21203/rs.3.rs-312244/v1","title":"Examining the Etiology of Early-Onset Breast Cancer in the Canadian Partnership for Tomorrow’s Health (CanPath)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Alberta Health Services","funders":"Health Canada; Alberta Health Services; Cancer Care Ontario; Canadian Institutes of Health Research; Alberta Cancer Foundation; Cumming School of Medicine, University of Calgary; University of Calgary; Partenariat Canadien Contre Le Cancer","keywords":"Etiology; General partnership; Breast cancer; Political science; Medicine; Gynecology; Cancer; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004339956,0.0001892497,0.0005455127,0.0003943743,0.0002846734,0.0000830554,0.0004689896,0.0002960626,0.0002844134],"category_scores_gemma":[0.000381488,0.0001152605,0.0001542549,0.0005278447,0.0003331312,0.00002241366,0.0002023339,0.002018315,0.000001885073],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263304,"about_ca_system_score_gemma":0.01261281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8589135,"about_ca_topic_score_gemma":0.935613,"domain_scores_codex":[0.9964673,0.001008143,0.0003984869,0.0004813433,0.0007212363,0.0009234886],"domain_scores_gemma":[0.9973199,0.0008129617,0.0001296602,0.0008698578,0.0005574419,0.000310206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004270225,0.0001038501,0.9405858,0.002349277,0.0001234259,0.00007899233,0.0226348,0.0001100984,0.00001545047,0.0002684251,0.0150111,0.01829179],"study_design_scores_gemma":[0.0005271398,0.0003053256,0.9840643,0.001518668,0.00001974535,0.00003243443,0.009416783,0.0001244873,0.00001212392,0.0001195855,0.003748479,0.0001109622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464622,0.003692694,0.000005953359,0.04474511,0.0001944234,0.00272557,0.001372813,0.0000106277,0.0007906156],"genre_scores_gemma":[0.9961881,0.001057936,0.00001502594,0.0007515519,0.000386668,0.001108519,0.000265627,0.00003373872,0.0001928058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0766995,"threshold_uncertainty_score":0.9929848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2577069719048968,"score_gpt":0.4870305122779154,"score_spread":0.2293235403730187,"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."}}