{"id":"W2738553575","doi":"10.1200/jco.2017.35.15_suppl.e13078","title":"Relationship between survival to breast cancer and level of HER2 expression by immunohistochemistry.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Immunohistochemistry; Breast cancer; Trastuzumab; Internal medicine; Oncology; Cancer; Retrospective cohort study; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004363315,0.0001032884,0.0001290433,0.0004999859,0.0001385003,0.0002395468,0.0002310916,0.0002108714,0.002588057],"category_scores_gemma":[0.001063013,0.0000716362,0.0001894911,0.0004767792,0.0002613228,0.0002134662,0.00018306,0.0002533568,0.0002328755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000527206,"about_ca_system_score_gemma":0.0002657115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009059047,"about_ca_topic_score_gemma":0.01323881,"domain_scores_codex":[0.9998279,0.00002591228,0.00001579141,0.00003166337,0.00004503178,0.00005374892],"domain_scores_gemma":[0.9989672,0.000255284,0.0004465048,0.0000336357,0.0001358223,0.0001615873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001916048,0.00000721895,0.9980216,0.0000068851,0.00002999551,0.00005206415,0.00001125849,0.00004441144,0.0003355436,0.000006342603,0.00009945941,0.001193588],"study_design_scores_gemma":[0.00000406435,0.0000463272,0.9993394,0.000001990855,0.00001491833,0.000222244,0.00002445506,0.0001148133,0.0000789913,0.000008311168,0.0001431708,0.000001312924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979202,0.0005745747,0.0000760492,0.00004343037,0.000003513794,0.00000586876,0.0005005616,0.000004129267,0.0008716802],"genre_scores_gemma":[0.9994009,0.00006744925,0.00002448198,0.00001209284,0.000003222704,0.0000029543,0.0003157906,0.000001154051,0.0001719893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009059047,"threshold_uncertainty_score":0.01801264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5335075287104397,"score_gpt":0.6202554639857291,"score_spread":0.08674793527528935,"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."}}