{"id":"W2148454974","doi":"10.1155/2014/289836","title":"Vinorelbine with or without Trastuzumab in Metastatic Breast Cancer: A Retrospective Single Institution Series","year":2014,"lang":"en","type":"article","venue":"ISRN Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault Area Hospital","funders":"","keywords":"Vinorelbine; Medicine; Trastuzumab; Metastatic breast cancer; Concomitant; Breast cancer; Internal medicine; Oncology; Cancer; Chemotherapy; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004658719,0.0001972106,0.0007020151,0.0002345392,0.00007100695,0.00001660251,0.0001220683,0.0001182047,0.0005320675],"category_scores_gemma":[0.0001973431,0.0001360888,0.00003694614,0.0006002604,0.0004823884,0.0001513209,0.00004697051,0.0004838323,0.00004123787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003017188,"about_ca_system_score_gemma":0.001864811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611145,"about_ca_topic_score_gemma":0.06631125,"domain_scores_codex":[0.9981796,0.0002098431,0.0003051673,0.0004215947,0.0003782489,0.0005055887],"domain_scores_gemma":[0.9991083,0.00009468214,0.0001051932,0.0002939183,0.0002283595,0.0001695224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01805105,0.002045174,0.8501328,0.0004886286,0.0002987,0.0009150757,0.003243555,0.0001460574,0.009759578,0.002400533,0.001624507,0.1108944],"study_design_scores_gemma":[0.021384,0.03542908,0.8365487,0.001133104,0.0003776549,0.007210509,0.001980624,0.001782621,0.004450107,0.0006737965,0.0883322,0.0006975888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744018,0.0001215121,0.0008513541,0.01015984,0.000291908,0.001130204,0.00004788509,0.000110896,0.01288463],"genre_scores_gemma":[0.995581,0.0001129669,0.002042215,0.0005125668,0.000254974,0.0002925929,0.00001136745,0.00003686988,0.001155454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101968,"threshold_uncertainty_score":0.9507262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217871620275183,"score_gpt":0.381553796655331,"score_spread":0.3393750804525792,"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."}}