{"id":"W4281746025","doi":"10.3390/curroncol29060329","title":"Evolving Role of Risk Tailored Therapy in Early Stage HER2-Positive Breast Cancer: A Canadian Perspective","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Breast cancer; Oncology; Anthracycline; Internal medicine; Adjuvant therapy; Stage (stratigraphy); Targeted therapy; Neoadjuvant therapy; Systemic therapy; Clinical trial; Disease; Trastuzumab; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01017353,0.0006181293,0.00120132,0.001792492,0.00191082,0.003666639,0.002420625,0.002992681,0.007458419],"category_scores_gemma":[0.01669207,0.0002708484,0.000872183,0.002969597,0.003236787,0.002575805,0.002349131,0.007060181,0.0009415156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04471968,"about_ca_system_score_gemma":0.1047824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6510064,"about_ca_topic_score_gemma":0.7311511,"domain_scores_codex":[0.9966806,0.0008219653,0.0002329065,0.0003369963,0.001446764,0.000480756],"domain_scores_gemma":[0.9777281,0.004107788,0.0008791047,0.0004058257,0.01252101,0.004358294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003553476,0.0001171905,0.002403358,0.004571445,0.0001249873,0.0005278057,0.001006005,0.00112296,0.001193025,0.04928284,0.2898745,0.6494206],"study_design_scores_gemma":[0.000128242,0.0001528172,0.003510214,0.005375893,0.0001413615,0.0004875193,0.0006524532,0.0004780501,0.0002699124,0.009952808,0.9787747,0.00007607438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001369333,0.5867799,0.001825861,0.3873648,0.004901429,0.00006546682,0.0002962667,0.00008328774,0.01731357],"genre_scores_gemma":[0.02611314,0.8951077,0.005364434,0.06279526,0.005006654,0.00006855211,0.0002969609,0.00007642226,0.005170861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3489936,"threshold_uncertainty_score":0.7020978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455519824784023,"score_gpt":0.4902207322631705,"score_spread":0.3446687497847681,"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."}}