{"id":"W2097680149","doi":"10.1093/annonc/mdf295","title":"Trastuzumab therapy for the metastatic patient: does the primary match?","year":2002,"lang":"en","type":"letter","venue":"Annals of Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Trastuzumab; Metastatic breast cancer; Breast cancer; Oncology; Primary tumor; Internal medicine; Cancer; Metastasis","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":[0.002569854,0.000440483,0.00176159,0.0006797934,0.00234176,0.002984815,0.001242458,0.03250569,0.006757319],"category_scores_gemma":[0.01639665,0.0004113435,0.001187831,0.0007725621,0.001535642,0.005373213,0.001089806,0.02010053,0.00253474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003468211,"about_ca_system_score_gemma":0.002726048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208333,"about_ca_topic_score_gemma":0.006102729,"domain_scores_codex":[0.9979311,0.0007016445,0.0002664056,0.0002376732,0.0004744599,0.0003887895],"domain_scores_gemma":[0.9949704,0.002523257,0.0004840003,0.0001472553,0.0006063901,0.001268743],"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":[0.0007924124,0.0003184309,0.02698311,0.0002838162,0.0001802823,0.09505606,0.0008683227,0.0007194172,0.001166348,0.02718111,0.7611671,0.0852836],"study_design_scores_gemma":[0.0009825953,0.001067777,0.01562733,0.00203586,0.0003972301,0.2070436,0.006021815,0.004652954,0.001089503,0.111164,0.6496674,0.0002498444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004399424,0.003389538,0.0003314778,0.9784381,0.006918857,0.00001149243,0.00002908821,0.00001099414,0.006471025],"genre_scores_gemma":[0.08759345,0.01383805,0.001001516,0.7478014,0.137836,0.00004270688,0.00009394111,0.00004311061,0.01174977],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03250569,"threshold_uncertainty_score":0.02516377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2185364212559146,"score_gpt":0.4468525590948695,"score_spread":0.2283161378389549,"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."}}