{"id":"W2807058140","doi":"10.1016/j.stemcr.2018.04.023","title":"Basal-like Breast Cancers: From Pathology to Biology and Back Again","year":2018,"lang":"en","type":"review","venue":"Stem Cell Reports","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Canadian Institutes of Health Research; Cancer Research Society","keywords":"Biology; Breast cancer; Basal (medicine); Pathology; Physiology; Cancer; Endocrinology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001817955,0.0006370841,0.0013917,0.00008592678,0.00009166729,0.00002460815,0.000180297,0.0006208498,0.0000848092],"category_scores_gemma":[0.00001079681,0.0005225068,0.0002799181,0.0001213536,0.0002026897,0.000002546812,0.00052487,0.0001376179,0.0001236505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352139,"about_ca_system_score_gemma":0.0004072961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000405788,"about_ca_topic_score_gemma":0.0002401614,"domain_scores_codex":[0.9970123,0.0001925264,0.0006954548,0.001518344,0.0001001676,0.0004812318],"domain_scores_gemma":[0.9980494,0.00004062868,0.0005673486,0.001038028,0.000101999,0.0002026028],"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":[0.00007321464,0.0001078332,0.001575598,0.002959615,0.001268743,0.001048754,0.0001654872,5.508807e-7,0.000462026,0.000003272405,0.05296035,0.9393746],"study_design_scores_gemma":[0.0001612206,0.0001574577,0.0001059358,0.0009078579,0.0004198547,0.0009948334,0.00002507487,5.809299e-8,0.0001535002,0.00002403385,0.9965507,0.0004994459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009752722,0.9939997,0.00004930458,0.00003453287,0.001264312,0.000666845,0.0006577952,0.00001974094,0.002332526],"genre_scores_gemma":[0.000721005,0.9943144,0.0003702764,0.0002648203,0.00100405,0.0002431871,0.001238871,0.00009742779,0.001745982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9435904,"threshold_uncertainty_score":0.9997227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942749521831475,"score_gpt":0.2918781986754228,"score_spread":0.272450703457108,"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."}}