{"id":"W4394462388","doi":"10.6084/m9.figshare.21321689","title":"Additional file 2 of Development and validation of an extended Cox prognostic model for patients with ER/PR+ and HER2− breast cancer: a retrospective cohort study","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Proportional hazards model; Breast cancer; Oncology; Medicine; Retrospective cohort study; Internal medicine; Cohort; Prognostic model; Cancer; Overall survival","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002887659,0.001224111,0.001357905,0.001717928,0.0005972628,0.001539974,0.002285798,0.00148317,0.2789873],"category_scores_gemma":[0.02095716,0.0006520551,0.001402651,0.002370362,0.0002261817,0.0008595195,0.001016253,0.001344587,0.05224647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210034,"about_ca_system_score_gemma":0.002047058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061384,"about_ca_topic_score_gemma":0.02159632,"domain_scores_codex":[0.9989468,0.0002490786,0.000188568,0.000338621,0.0001570254,0.000119907],"domain_scores_gemma":[0.9909303,0.006011344,0.0007518965,0.0009382738,0.001086439,0.0002818434],"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":[0.00053384,0.0001188011,0.01656483,0.002026173,0.0003092459,0.00010317,0.00004819447,0.001575018,0.0001121284,0.0006036918,0.9706331,0.007371858],"study_design_scores_gemma":[0.009229808,0.0004340915,0.08735477,0.002982328,0.001304936,0.000904978,0.0002668096,0.007412024,0.0009211205,0.008138583,0.8808808,0.0001696592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003483102,0.0000249103,0.0001681126,0.00004535722,0.000008424504,0.00003426869,0.9991309,0.00007283778,0.0001670245],"genre_scores_gemma":[0.004231357,0.00004977743,0.00115375,0.0001295505,0.00002022349,0.0008530774,0.9922811,0.00008361718,0.00119742],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2789873,"threshold_uncertainty_score":0.9333054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074775456828071,"score_gpt":0.2660981466619963,"score_spread":0.2553503920937156,"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."}}