{"id":"W4323312545","doi":"10.3390/curroncol30030233","title":"Ki67 in Breast Cancer Assay: An Ad Hoc Testing Recommendation from the Canadian Association of Pathologists Task Force","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Nova Scotia Health Authority; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Breast cancer; Context (archaeology); Internal medicine; Oncology; Clinical trial; Guideline; Disease; Cancer; Task force; Adjuvant therapy; Family medicine; Gynecology; 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":[0.04657216,0.001386503,0.001976026,0.007141429,0.003669915,0.006226609,0.01179753,0.01212774,0.009092497],"category_scores_gemma":[0.08705955,0.001709554,0.003132298,0.00610906,0.005126615,0.002598715,0.002530609,0.01500318,0.01356782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01162472,"about_ca_system_score_gemma":0.08376066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.328073,"about_ca_topic_score_gemma":0.4259877,"domain_scores_codex":[0.9434863,0.01013322,0.005529223,0.002723693,0.03503015,0.003097458],"domain_scores_gemma":[0.7858702,0.02012909,0.006927552,0.005389048,0.1741669,0.007517227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009456365,0.0001070662,0.001621125,0.001009686,0.00004567504,0.0001384122,0.0002170818,0.0001979218,0.00152178,0.003595295,0.898977,0.09247428],"study_design_scores_gemma":[0.0001161863,0.00008849029,0.0054424,0.00352357,0.0001118352,0.000273962,0.0002096101,0.0004039319,0.001434279,0.002587334,0.9857264,0.00008205428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003680186,0.07099885,0.03828001,0.5863678,0.0423559,0.008074691,0.01612548,0.002475727,0.2316415],"genre_scores_gemma":[0.03451779,0.08291353,0.1949573,0.4916728,0.01327871,0.008137589,0.03203771,0.001718639,0.140766],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9883753,"threshold_uncertainty_score":0.6523268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118148766637361,"score_gpt":0.4159537363366335,"score_spread":0.2978049696992724,"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."}}