{"id":"W3114182039","doi":"10.1111/cge.13900","title":"Molecular intrinsic versus clinical subtyping in breast cancer: A comprehensive review","year":2020,"lang":"en","type":"review","venue":"Clinical Genetics","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Subtyping; Breast cancer; Computational biology; Cancer; Biology; Genetics; Oncology; Medicine; Bioinformatics; Computer science; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119388,0.0008347088,0.001604283,0.003858757,0.0002352771,0.001043365,0.0009920236,0.0008860108,0.003105858],"category_scores_gemma":[0.002285887,0.0003014406,0.0007917688,0.004236716,0.0005044742,0.001436931,0.0007103129,0.001512764,0.001085029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945478,"about_ca_system_score_gemma":0.001924673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590316,"about_ca_topic_score_gemma":0.003018285,"domain_scores_codex":[0.9997115,0.00006863914,0.00005857426,0.00004674198,0.00009195782,0.00002263729],"domain_scores_gemma":[0.998778,0.0007954545,0.0001263325,0.00002450198,0.0002191724,0.00005650144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008583172,0.00004426145,0.0002365446,0.04368717,0.000181327,0.000127763,0.00006818678,0.0003254608,0.0005562999,0.002999329,0.02967466,0.9220132],"study_design_scores_gemma":[0.00002855153,0.0001314885,0.001685101,0.03147931,0.0005759913,0.001444889,0.000094594,0.0001264605,0.0002317977,0.002595437,0.9615754,0.00003093634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003887053,0.9993472,0.00004980034,0.0001828658,0.0001005225,0.000002918227,0.00001212003,0.000002922377,0.0002628232],"genre_scores_gemma":[0.0002748832,0.9993111,0.00009497184,0.000122027,0.00008121815,0.000003531325,0.00001827749,8.012988e-7,0.00009317356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003858757,"threshold_uncertainty_score":0.0103901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4118269879179667,"score_gpt":0.5911137378199902,"score_spread":0.1792867499020235,"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."}}