{"id":"W2016827479","doi":"10.3747/co.v17i4.700","title":"Optimizing the Management of her2-Positive Early Breast Cancer: The Clinical Reality","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Toronto; Université de Sherbrooke; University of Ottawa; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement; Health Sciences Centre; Ottawa Hospital; Santé Montérégie; University of Alberta; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Trastuzumab; Medicine; Breast cancer; Oncology; Internal medicine; Anthracycline; Population; Stage (stratigraphy); Disease; Clinical trial; Cancer; Adjuvant; Gynecology","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":[0.01634655,0.0004964248,0.001111365,0.001148621,0.00162031,0.00472646,0.002031118,0.006359787,0.001640763],"category_scores_gemma":[0.01734152,0.0002245761,0.0005264324,0.001208067,0.004166225,0.004759819,0.001868525,0.007859443,0.000498983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005634894,"about_ca_system_score_gemma":0.01235313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007101645,"about_ca_topic_score_gemma":0.02010914,"domain_scores_codex":[0.9942789,0.002338605,0.0005973472,0.0003701829,0.002013828,0.000401103],"domain_scores_gemma":[0.9830104,0.006890609,0.001514608,0.000321808,0.006313853,0.00194867],"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":[0.000287914,0.0002522334,0.003743073,0.004851114,0.0001105754,0.0008439996,0.001521447,0.001168273,0.002225217,0.0226976,0.1708593,0.7914392],"study_design_scores_gemma":[0.0001887559,0.0008627482,0.008537311,0.008761649,0.0002326494,0.002465639,0.008524001,0.001202019,0.001289839,0.06151376,0.9062572,0.0001644675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002477235,0.2948227,0.002001763,0.6940759,0.003097838,0.00001998008,0.00002719735,0.00001732909,0.003460113],"genre_scores_gemma":[0.09187572,0.6651323,0.02170154,0.1851371,0.0328537,0.000086865,0.00008523477,0.00004128361,0.003086207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01634655,"threshold_uncertainty_score":0.08644992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2447587637129754,"score_gpt":0.5587603142850097,"score_spread":0.3140015505720343,"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."}}