{"id":"W2131178461","doi":"10.1634/theoncologist.2010-0137","title":"Treatment Beyond Progression: Is It Moving from Belief to Evidence?","year":2010,"lang":"en","type":"letter","venue":"The Oncologist","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Trastuzumab; Metastatic breast cancer; Breast cancer; Oncology; MEDLINE; Internal medicine; Family medicine; Cancer","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":[0.01341537,0.0009588502,0.002202315,0.0009788162,0.004538044,0.005707263,0.003156826,0.05537018,0.007425701],"category_scores_gemma":[0.0847985,0.0009684275,0.002009957,0.0009679976,0.004749059,0.008268301,0.002250684,0.06909161,0.004714219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005863059,"about_ca_system_score_gemma":0.007422855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005213711,"about_ca_topic_score_gemma":0.01179302,"domain_scores_codex":[0.9877788,0.005475547,0.001533297,0.001058551,0.003165669,0.0009881522],"domain_scores_gemma":[0.9456797,0.03864334,0.003061592,0.0008991167,0.007666527,0.004049672],"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":[0.00004645052,0.00001872914,0.0002015567,0.00006759923,0.00001880447,0.0004392712,0.0001127473,0.00002591075,0.0000367701,0.001791835,0.9921475,0.005092852],"study_design_scores_gemma":[0.0004159539,0.0001743608,0.000975051,0.001339482,0.0001106908,0.00290884,0.0008394189,0.0005018131,0.0003056726,0.02058244,0.9717106,0.0001355943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005763855,0.0006052558,0.00003240969,0.9844798,0.01429855,0.000002722563,0.00001217512,0.000005564138,0.0005060126],"genre_scores_gemma":[0.001192537,0.001043996,0.0001434354,0.9474936,0.04845286,0.000011319,0.000009214489,0.0000110856,0.00164199],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05537018,"threshold_uncertainty_score":0.07094806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771967083120371,"score_gpt":0.4723174421791335,"score_spread":0.2951207338670965,"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."}}