{"id":"W2560450396","doi":"10.7759/cureus.924","title":"Pattern of Local Recurrence and Distant Metastasis in Breast Cancer By Molecular Subtype","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Fondation de l'Hôpital général juif; Jewish General Hospital","keywords":"Medicine; Breast cancer; Estrogen receptor; Internal medicine; Oncology; Immunohistochemistry; Progesterone receptor; Metastasis; Human Epidermal Growth Factor Receptor 2; Trastuzumab; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000367156,0.0000853159,0.0001720648,0.0007215487,0.0001377672,0.0002527948,0.0002256486,0.0001919083,0.001267008],"category_scores_gemma":[0.001238132,0.00007476397,0.0002179476,0.0006074845,0.0001586512,0.0001695227,0.0002090451,0.0001773827,0.0002012853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380861,"about_ca_system_score_gemma":0.0001468806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203499,"about_ca_topic_score_gemma":0.004648581,"domain_scores_codex":[0.9997829,0.00005310556,0.00003212241,0.0000488299,0.00004215571,0.00004085985],"domain_scores_gemma":[0.9986537,0.00020948,0.0008490829,0.00007181749,0.0001105285,0.000105445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007332277,0.000004552217,0.9972137,0.000007192581,0.00001589063,0.00007841907,0.00002095734,0.00002731914,0.0004112068,0.000006250179,0.00004151913,0.002099748],"study_design_scores_gemma":[0.000002576539,0.00005142656,0.9982572,0.000005090045,0.0000166225,0.001166685,0.00008101041,0.00009372588,0.0001789229,0.00001334479,0.0001313124,0.000002065507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987826,0.0006418912,0.00006847139,0.00002722752,0.000001541,0.00000362166,0.0002090351,0.000003958327,0.0002616612],"genre_scores_gemma":[0.9995529,0.0001062177,0.00006087971,0.000009280944,0.000002553482,0.000002736969,0.0001816267,0.000001374479,0.00008240937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00203499,"threshold_uncertainty_score":0.004238605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006403474456839621,"score_gpt":0.248560949291999,"score_spread":0.2421574748351593,"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."}}