{"id":"W2581091741","doi":"10.1016/j.bbacli.2017.01.001","title":"Understanding breast cancer – The long and winding road","year":2017,"lang":"en","type":"review","venue":"BBA Clinical","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research; Cure Brain Cancer Foundation; Canadian Cancer Society","keywords":"Breast cancer; Medicine; Cancer; Disease; Oncology; Internal medicine","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":[0.003528847,0.00069584,0.00131945,0.001893545,0.0009450219,0.003630263,0.001243604,0.003550297,0.0052867],"category_scores_gemma":[0.00697864,0.0003631263,0.0007802849,0.001743162,0.004100875,0.007017033,0.002447257,0.006921616,0.002164625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002991586,"about_ca_system_score_gemma":0.004972415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418119,"about_ca_topic_score_gemma":0.003206858,"domain_scores_codex":[0.9981426,0.0007823993,0.0001276395,0.0002244908,0.0005536572,0.0001691357],"domain_scores_gemma":[0.994134,0.003505362,0.0003401622,0.0002060477,0.001381945,0.0004325715],"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":[0.00008916844,0.00005613195,0.0008340445,0.01764159,0.000176785,0.0003314528,0.001848206,0.0003953828,0.0006870105,0.04650462,0.343103,0.5883325],"study_design_scores_gemma":[0.000005788377,0.00003239811,0.0007701966,0.008045763,0.00003556305,0.0006989604,0.001057663,0.00005031776,0.00009674235,0.03002518,0.9591585,0.00002298812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000277916,0.9312129,0.0005497321,0.06208631,0.003436766,0.000008093167,0.00006577116,0.00002907022,0.002333528],"genre_scores_gemma":[0.003448729,0.9736545,0.0006252731,0.01654309,0.004668164,0.00001417993,0.00007111807,0.00001435809,0.0009606009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0052867,"threshold_uncertainty_score":0.02170557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.444978325813718,"score_gpt":0.5014162238319441,"score_spread":0.05643789801822602,"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."}}