{"id":"W2011173350","doi":"10.1093/jnci/dji327","title":"Oh, Canada: Public Outcry Pushed Demand for Trastuzumab for Early-Stage Breast Cancer","year":2005,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Trastuzumab; Breast cancer; Stage (stratigraphy); Oncology; Internal medicine; Cancer; Medicine; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713242,0.0002927484,0.0003849077,0.0008730906,0.005707882,0.004064347,0.001123401,0.003137409,0.02249183],"category_scores_gemma":[0.005719775,0.0004727799,0.0005797189,0.001318949,0.001467946,0.000823932,0.001348846,0.004232842,0.001103043],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08292747,"about_ca_system_score_gemma":0.214187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903391,"about_ca_topic_score_gemma":0.9970416,"domain_scores_codex":[0.9979571,0.0001128426,0.00004533492,0.0001036064,0.0008134968,0.0009675888],"domain_scores_gemma":[0.9916073,0.0009258282,0.0003582312,0.000183227,0.003436538,0.00348895],"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":[0.0007126495,0.0002194979,0.08819077,0.0002792646,0.0001068091,0.0008778504,0.001462735,0.0005447956,0.002015773,0.02548854,0.8271652,0.05293624],"study_design_scores_gemma":[0.0004303743,0.00009694562,0.2348219,0.0002503592,0.0001559329,0.0001818373,0.004897819,0.0006665993,0.001212875,0.001991367,0.7551984,0.00009563212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1452441,0.004262952,0.0004592152,0.6590222,0.003179052,0.0002702635,0.0223945,0.0003426575,0.164825],"genre_scores_gemma":[0.5517033,0.005596031,0.001473668,0.1723574,0.001371744,0.0001485245,0.005275909,0.0002933911,0.26178],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9170725,"threshold_uncertainty_score":0.6016837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357756868580928,"score_gpt":0.3124988083167015,"score_spread":0.2767231214586087,"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."}}