{"id":"W4399305020","doi":"10.1200/jco.2024.42.16_suppl.e23018","title":"Progress Tracker Breast Cancer Registry: A Breast Cancer Canada initiative.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Calgary","funders":"","keywords":"Medicine; Breast cancer; Cancer registry; Cancer; Oncology; Gynecology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003112386,0.0005576932,0.0008954598,0.002930381,0.003202126,0.002524151,0.00303631,0.0009323574,0.07183055],"category_scores_gemma":[0.0124351,0.0005364282,0.000518323,0.006282976,0.0005927602,0.00134501,0.002823061,0.001516452,0.0176539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02842822,"about_ca_system_score_gemma":0.1429287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638771,"about_ca_topic_score_gemma":0.9838914,"domain_scores_codex":[0.9973399,0.0002937378,0.0001764885,0.0004533864,0.001230334,0.0005061809],"domain_scores_gemma":[0.9722445,0.001651455,0.001461476,0.00109576,0.01697423,0.006572586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002691174,0.00005780578,0.01593737,0.0003062277,0.00002607594,0.00005315231,0.0001199494,0.0001205695,0.0001045531,0.001244237,0.9363551,0.04540575],"study_design_scores_gemma":[0.0006287261,0.00008924737,0.09418134,0.001298397,0.0001023337,0.0001660665,0.0008543929,0.001521971,0.0003212129,0.001166969,0.8995628,0.0001065106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01021422,0.002431554,0.002505619,0.01229552,0.0008716168,0.002652742,0.856033,0.002743712,0.110252],"genre_scores_gemma":[0.08698481,0.006298229,0.02122606,0.01276979,0.0005367571,0.004145282,0.7292035,0.001759178,0.1370764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07183055,"threshold_uncertainty_score":0.2402971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212431905455646,"score_gpt":0.5169567206665904,"score_spread":0.3045248152109443,"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."}}