{"id":"W2039933389","doi":"10.3747/co.20.1290","title":"Indicator Measures er/pr and her2 Testing among Women with Invasive Breast Cancer","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Breast cancer; Cancer; Oncology; Gynecology; Internal medicine","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":[0.002434677,0.0004864596,0.000486778,0.003158223,0.0006817371,0.0006260381,0.001010745,0.0003357799,0.002863949],"category_scores_gemma":[0.008595273,0.0001326136,0.0007370099,0.00538447,0.0004185771,0.0005099975,0.000814405,0.001124943,0.0005869085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139612,"about_ca_system_score_gemma":0.00722633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2801695,"about_ca_topic_score_gemma":0.380793,"domain_scores_codex":[0.9967654,0.0006243807,0.0004984973,0.0002382841,0.001555973,0.0003174878],"domain_scores_gemma":[0.9922777,0.0008821515,0.003033851,0.0002479116,0.002886949,0.000671373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002123342,0.0001484962,0.9408777,0.0003230247,0.0002130244,0.00003166802,0.0002183092,0.0005748111,0.000186595,0.001043593,0.02581507,0.03035542],"study_design_scores_gemma":[0.00002190327,0.0002184026,0.9829302,0.00007374735,0.0001748129,0.0001095545,0.0002017324,0.0005579056,0.0005755433,0.0003089126,0.01480685,0.00002026585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5919915,0.004915777,0.01062028,0.00566088,0.000389502,0.002223734,0.3081585,0.0008443841,0.07519554],"genre_scores_gemma":[0.8913533,0.00208704,0.008957571,0.001140884,0.0001710222,0.001343224,0.08598129,0.00007546981,0.008890122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2801695,"threshold_uncertainty_score":0.5570774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1634965243582621,"score_gpt":0.3889749294312494,"score_spread":0.2254784050729874,"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."}}