{"id":"W1970664673","doi":"10.1016/j.clon.2008.08.005","title":"Discordance between Receptor Status in Primary and Metastatic Breast Cancer: an Exploratory Study of Bone and Bone Marrow Biopsies","year":2008,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Bone marrow; Breast cancer; Biopsy; Pathology; Metastatic breast cancer; Cancer; Oncology; Internal medicine","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":[0.002788961,0.0003929993,0.00059317,0.001475361,0.0006981512,0.0007195522,0.0005301185,0.0006355973,0.001690461],"category_scores_gemma":[0.006548488,0.0003490504,0.0002475331,0.0008640733,0.0007692571,0.0003619789,0.0005750689,0.0003411009,0.0003545381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871551,"about_ca_system_score_gemma":0.0003042644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245587,"about_ca_topic_score_gemma":0.002710586,"domain_scores_codex":[0.9983047,0.0008423102,0.0001176861,0.0002285294,0.0002932334,0.0002134953],"domain_scores_gemma":[0.9971583,0.001440191,0.000451848,0.00022209,0.0004856691,0.0002419569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007581848,0.0001736554,0.9511389,0.0001005868,0.0001104288,0.002170119,0.001217913,0.00008631061,0.03080687,0.0001149091,0.00008696881,0.006411626],"study_design_scores_gemma":[0.00006841101,0.001654904,0.9845008,0.00001787019,0.0001200632,0.00585669,0.0009762929,0.0001791819,0.005681894,0.00006841871,0.0008673265,0.000008186645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998217,0.000818066,0.0001370337,0.00001413444,0.000003044068,0.00002325941,0.0001046371,0.000003278441,0.0006794253],"genre_scores_gemma":[0.9991906,0.0001845065,0.0002003112,0.00002736242,0.000008601324,0.00001943692,0.0001680575,0.000003963329,0.0001971024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002788961,"threshold_uncertainty_score":0.01474959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06405281421470828,"score_gpt":0.3741024836437848,"score_spread":0.3100496694290765,"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."}}