{"id":"W2620843145","doi":"10.1016/j.ejca.2017.04.028","title":"Getting under the skin","year":2017,"lang":"en","type":"letter","venue":"European Journal of Cancer","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Pertuzumab; Lapatinib; Medicine; Trastuzumab; Trastuzumab emtansine; Breast cancer; Oncology; Internal medicine; Metastatic breast cancer; Capecitabine; Cancer; Colorectal 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":[0.002117617,0.0007062535,0.001062185,0.0006032205,0.007271433,0.004954951,0.001232837,0.03901901,0.01402505],"category_scores_gemma":[0.01654088,0.0006143405,0.001099432,0.0003716954,0.003524018,0.005471716,0.002729794,0.04801908,0.006800832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003678397,"about_ca_system_score_gemma":0.004720634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005833777,"about_ca_topic_score_gemma":0.01315797,"domain_scores_codex":[0.9973441,0.0007137763,0.0001745099,0.0003547789,0.0008012183,0.0006115887],"domain_scores_gemma":[0.9963595,0.001121168,0.0001944236,0.0001540474,0.0006061745,0.001564577],"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":[0.00002824193,0.00003754257,0.0006155591,0.00003009286,0.00001373259,0.002591772,0.00019936,0.00002936791,0.0001073333,0.0040464,0.9853117,0.006988878],"study_design_scores_gemma":[0.00005498747,0.00006452131,0.000859867,0.0003218804,0.00001999271,0.004217451,0.001221551,0.0001587019,0.0001192908,0.01002801,0.982892,0.00004169724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003736785,0.002162675,0.00003845799,0.9715301,0.02007307,0.000005201477,0.00001398339,0.00001215298,0.005790649],"genre_scores_gemma":[0.004611043,0.001761782,0.00007987034,0.9571216,0.01996561,0.00001627453,0.00001295377,0.00001927346,0.01641153],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03901901,"threshold_uncertainty_score":0.04691839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08659865713768121,"score_gpt":0.4007143997159772,"score_spread":0.314115742578296,"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."}}