{"id":"W2158770026","doi":"10.1200/jco.2014.55.4139","title":"Past, Present, and Future Challenges in Breast Cancer Treatment","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":275,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"National Cancer Institute; Genentech; AstraZeneca","keywords":"Medicine; Breast cancer; Cancer; Oncology; Internal medicine","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":[0.01559633,0.0006807856,0.0009959642,0.001393187,0.001984299,0.005276239,0.001556596,0.005613581,0.008131414],"category_scores_gemma":[0.01510351,0.0003195912,0.0007541261,0.00161859,0.005464097,0.009463369,0.003329005,0.01153064,0.002634569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003904031,"about_ca_system_score_gemma":0.008288834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173055,"about_ca_topic_score_gemma":0.005120019,"domain_scores_codex":[0.9954785,0.001703777,0.0004659428,0.0004337075,0.001470002,0.0004482674],"domain_scores_gemma":[0.9889198,0.005247036,0.0007022197,0.0004029925,0.002401993,0.002325932],"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":[0.0001340987,0.0001976901,0.0009367021,0.002725163,0.0000470166,0.0003159623,0.0009761525,0.0006783818,0.0006859006,0.08692072,0.2665501,0.639832],"study_design_scores_gemma":[0.00001987885,0.0001262557,0.0005846919,0.002551716,0.00002511693,0.0008647782,0.001154071,0.0002453464,0.0001415646,0.04198575,0.9522624,0.00003851143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005991647,0.7148685,0.001770706,0.2679763,0.007714739,0.00001084201,0.00005248706,0.00006100824,0.006946212],"genre_scores_gemma":[0.01332927,0.8907367,0.004976138,0.06487159,0.02105937,0.00005966598,0.0001179827,0.00006449137,0.004784876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01559633,"threshold_uncertainty_score":0.08248228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08132865229469918,"score_gpt":0.4242177245564884,"score_spread":0.3428890722617892,"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."}}