{"id":"W3194861850","doi":"10.3390/jpm11080808","title":"Breast Cancer Treatments: Updates and New Challenges","year":2021,"lang":"en","type":"review","venue":"Journal of Personalized Medicine","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":473,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Breast cancer; Estrogen receptor; Cancer; Immunotherapy; Oncology; Targeted therapy; Radiation therapy; Triple-negative breast cancer; Internal medicine; Epidermal growth factor receptor; Bioinformatics; Cancer research; Biology","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":[0.001007249,0.0007095273,0.001233854,0.001678958,0.0003542222,0.001380055,0.0008758769,0.001312553,0.006738023],"category_scores_gemma":[0.001649858,0.0002696668,0.0006512351,0.001506446,0.0005084201,0.001971623,0.0007843897,0.002912551,0.002696418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008452028,"about_ca_system_score_gemma":0.001504763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024902,"about_ca_topic_score_gemma":0.002340756,"domain_scores_codex":[0.9995874,0.0000893425,0.00005593071,0.00005330196,0.0001781987,0.00003598414],"domain_scores_gemma":[0.9991173,0.0004287106,0.00007536828,0.00002605438,0.0002900021,0.00006253818],"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":[0.00005410563,0.00006184092,0.0001090888,0.01086298,0.00005699042,0.0001123285,0.0000570524,0.0002325445,0.0006864564,0.005082306,0.07118059,0.9115037],"study_design_scores_gemma":[0.00001071802,0.00005394511,0.0002256605,0.002882697,0.00005132557,0.0005359337,0.00004259789,0.00006378019,0.0001160448,0.001885495,0.9941224,0.00000943474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009067359,0.9961379,0.0001298891,0.001552065,0.0006890993,0.000005172497,0.00002488711,0.00001299855,0.001357189],"genre_scores_gemma":[0.0004926458,0.9970772,0.0002088167,0.0008015854,0.0006450325,0.000005681588,0.00004916815,0.000002918562,0.0007169909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006738023,"threshold_uncertainty_score":0.02254099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2674732368484319,"score_gpt":0.4993552194370062,"score_spread":0.2318819825885742,"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."}}