{"id":"W1987545731","doi":"10.3109/0284186x.2013.865076","title":"PAM50 breast cancer intrinsic subtypes and effect of gemcitabine in advanced breast cancer patients","year":2013,"lang":"en","type":"article","venue":"Acta Oncologica","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Gemcitabine; Oncology; Breast cancer; Internal medicine; Cancer; Gynecology","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":[0.0004250939,0.0001146319,0.0003599112,0.0001390664,0.0001038151,0.0002737684,0.000103289,0.0001971091,0.0009372815],"category_scores_gemma":[0.0008348814,0.00007474352,0.0002486989,0.000148359,0.00009910206,0.0001307129,0.0001560508,0.0002613522,0.0001387802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002308371,"about_ca_system_score_gemma":0.0001594447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904193,"about_ca_topic_score_gemma":0.0006486239,"domain_scores_codex":[0.999819,0.00007185577,0.00001896045,0.00002989495,0.00003456359,0.00002574711],"domain_scores_gemma":[0.9996058,0.0001362635,0.0001193921,0.00003012016,0.00001907573,0.00008937688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06678455,0.0008087323,0.8251989,0.0001978499,0.0004931091,0.000344577,0.0001339478,0.001457861,0.03300684,0.0001354252,0.0004537096,0.07098446],"study_design_scores_gemma":[0.0009737962,0.01405093,0.9745112,0.00003039092,0.0003046792,0.0009011886,0.00006992621,0.001218138,0.00636148,0.0001580867,0.001410569,0.000009622473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991102,0.0004172605,0.00004609906,0.0000133657,0.000002591506,0.00001017332,0.00006986149,0.000002176734,0.0003282194],"genre_scores_gemma":[0.9993657,0.0001208153,0.0001190483,0.00003027556,0.000005959041,0.00001254786,0.0002096836,0.000001209071,0.0001347947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009372815,"threshold_uncertainty_score":0.003135502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003584102821170033,"score_gpt":0.2441530910210416,"score_spread":0.2405689881998715,"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."}}