{"id":"W1977704967","doi":"10.3747/co.19.1024","title":"Advances in the Management of Metastatic Breast Cancer: Options Beyond First-Line Chemotherapy","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Ottawa Hospital; Centre Hospitalier de l’Université de Montréal","funders":"Eisai Canada; Eisai","keywords":"Medicine; Metastatic breast cancer; Chemotherapy; Breast cancer; Oncology; First line; Cancer; Internal medicine; Bioinformatics; Cancer research; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001447261,0.0004682564,0.0008905945,0.001023317,0.0004684582,0.001741764,0.0007636561,0.0008900402,0.003752887],"category_scores_gemma":[0.00120921,0.0001338081,0.000583781,0.0007276245,0.0007597933,0.002463511,0.001058841,0.003185909,0.00113424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017731,"about_ca_system_score_gemma":0.001151762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000616879,"about_ca_topic_score_gemma":0.002534616,"domain_scores_codex":[0.9995426,0.000159316,0.00004721396,0.00004857375,0.0001489479,0.00005341447],"domain_scores_gemma":[0.999272,0.0002953449,0.0001521376,0.00003659026,0.0001270023,0.0001169273],"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":[0.0001744663,0.0002864654,0.0008119518,0.0033446,0.0000530809,0.0005543871,0.0001656212,0.0007838435,0.002530798,0.01279281,0.02010627,0.9583958],"study_design_scores_gemma":[0.0001178296,0.001081497,0.002483859,0.003250979,0.0001293714,0.004634163,0.0002624005,0.0007448523,0.001476305,0.01856021,0.9672179,0.00004070692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00255677,0.9558274,0.003667553,0.02810203,0.0009512159,0.00002601201,0.00003071273,0.00005562518,0.008782761],"genre_scores_gemma":[0.01757548,0.9680043,0.005058574,0.00393387,0.00331067,0.00002729056,0.00004592652,0.00001478204,0.002029106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003752887,"threshold_uncertainty_score":0.01255465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08873687054459974,"score_gpt":0.4667276146840497,"score_spread":0.37799074413945,"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."}}