{"id":"W4386283692","doi":"10.3390/cancers15174336","title":"Appraisal of Systemic Treatment Strategies in Early HER2-Positive Breast Cancer—A Literature Review","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Markham Stouffville Hospital; London Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Medicine; Breast cancer; Systemic therapy; Oncology; Trastuzumab; Neoadjuvant therapy; Adjuvant; Internal medicine; Chemotherapy; 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":[0.001194498,0.0009189756,0.002690011,0.005451262,0.0003342547,0.001113221,0.001208484,0.001000539,0.004105396],"category_scores_gemma":[0.003232701,0.0003873504,0.001765595,0.006141577,0.0004328619,0.001181814,0.0005620198,0.0007600652,0.0005122909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166401,"about_ca_system_score_gemma":0.002861803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150295,"about_ca_topic_score_gemma":0.00591688,"domain_scores_codex":[0.9995052,0.0001233891,0.0001727118,0.00005858352,0.0001148314,0.00002524603],"domain_scores_gemma":[0.998095,0.001382755,0.0002626815,0.00002396264,0.0002022911,0.00003328628],"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":[0.0002021737,0.00005008216,0.0002569098,0.4709141,0.0007389163,0.0002491585,0.0001246244,0.0003175576,0.0004250245,0.0009346841,0.01003717,0.5157496],"study_design_scores_gemma":[0.0001691098,0.0004240355,0.004563503,0.5604112,0.01091187,0.003167622,0.0004464205,0.0002689581,0.0006883797,0.001450099,0.41744,0.0000587966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000906201,0.9996154,0.00002284011,0.00006201457,0.0000362143,0.000006801559,0.00001974018,0.000001537059,0.0001448518],"genre_scores_gemma":[0.0006442753,0.9991211,0.00007536563,0.00006588249,0.00002647957,0.000008697438,0.00002074821,5.277625e-7,0.0000368243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005451262,"threshold_uncertainty_score":0.01373392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180698954691423,"score_gpt":0.3482806850161595,"score_spread":0.3264736954692453,"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."}}