{"id":"W2765099943","doi":"10.1016/s0960-9776(17)30667-7","title":"Creating a Novel Drug Navigation Tool for Metastatic Breast Cancer Drugs in Canada","year":2017,"lang":"en","type":"article","venue":"The Breast","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Drug; Metastatic breast cancer; Breast cancer; Oncology; Cancer drugs; Cancer; Internal medicine; Medical physics; Intensive care medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001715978,0.0001186956,0.0002170186,0.0000219652,0.0002585086,0.00002703058,0.0001367607,0.00001430537,0.0001641863],"category_scores_gemma":[0.00001184245,0.00008065162,0.00004845718,0.0000448373,0.00004985586,0.0000841471,0.00003096329,0.0001023864,0.000003017195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006455036,"about_ca_system_score_gemma":0.001037356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9226085,"about_ca_topic_score_gemma":0.7739103,"domain_scores_codex":[0.9992814,0.00001853466,0.000168002,0.0001584039,0.0001391001,0.0002345536],"domain_scores_gemma":[0.999359,0.0001183212,0.0001402386,0.0002590352,0.0000665344,0.00005687397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005551584,0.0009875842,0.7054583,0.0007978549,0.00124134,0.00009127846,0.008236945,0.0003267666,0.01696385,0.001026162,0.01930404,0.2400143],"study_design_scores_gemma":[0.008331737,0.00003414774,0.9837112,0.0003618197,0.0005475061,0.0005751313,0.0006958306,0.003203454,0.0009171303,0.0001187849,0.001309158,0.0001940751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832951,0.0001165575,0.00001578841,0.01420354,0.0002656357,0.0006856361,0.0007026812,0.00001103531,0.0007040276],"genre_scores_gemma":[0.9972855,0.00001366622,0.0001188606,0.0004640132,0.0002707389,0.00028857,0.00004567711,0.00001726142,0.001495642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2782529,"threshold_uncertainty_score":0.3288878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220265687464542,"score_gpt":0.329341557099641,"score_spread":0.3073149883531868,"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."}}