{"id":"W2023388781","doi":"10.3747/co.v17i1.461","title":"Inter-Institutional Pathology Consultations for Breast Cancer: Impact on Clinical Oncology Therapy Recommendations","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Queen Elizabeth II Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Cancer; Clinical Oncology; Specialty; Adjuvant therapy; Clinical pathology; Family medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02645117,0.0002446665,0.0002702114,0.002592042,0.001398706,0.00211049,0.001829801,0.0009074623,0.002255132],"category_scores_gemma":[0.1411297,0.0003415335,0.0003131447,0.002316679,0.001524262,0.0006753008,0.003297543,0.0008757631,0.0002687828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005909528,"about_ca_system_score_gemma":0.008279393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06176383,"about_ca_topic_score_gemma":0.1019943,"domain_scores_codex":[0.9484204,0.02840847,0.006054372,0.001907344,0.01246466,0.002744684],"domain_scores_gemma":[0.700886,0.1373454,0.09701278,0.007571452,0.04453207,0.01265233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021861,0.00002823298,0.9670865,0.0003677333,0.00003721813,0.0008191837,0.002039947,0.0001728904,0.0004202903,0.00008697922,0.002605748,0.02623295],"study_design_scores_gemma":[0.000006509133,0.00008482471,0.9865701,0.0006266306,0.0000356991,0.001446442,0.00643901,0.000339141,0.0002431313,0.00006700921,0.004124863,0.00001658751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552829,0.008581616,0.001547915,0.01877487,0.0003354273,0.000371065,0.0005443699,0.00005608228,0.01450571],"genre_scores_gemma":[0.99515,0.001787027,0.001416086,0.0008706767,0.0001070803,0.00004392074,0.0001905308,0.000008840075,0.0004258005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06176383,"threshold_uncertainty_score":0.1398888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.391017614210019,"score_gpt":0.5916676749974843,"score_spread":0.2006500607874653,"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."}}