{"id":"W4230263812","doi":"10.1016/j.breast.2014.08.009","title":"ESO-ESMO 2nd international consensus guidelines for advanced breast cancer (ABC2)","year":2014,"lang":"en","type":"article","venue":"The Breast","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":335,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Disease; Oncology; Quality of life (healthcare); Family medicine; Cancer; Internal medicine; Intensive care medicine; Medical physics; Nursing","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":[0.01931685,0.001515478,0.002446472,0.005822267,0.001226584,0.002919071,0.004062101,0.005963117,0.006677722],"category_scores_gemma":[0.02950522,0.0007579709,0.004567744,0.003535145,0.001210422,0.001328809,0.00346253,0.004144568,0.004586079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003508843,"about_ca_system_score_gemma":0.01051208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080598,"about_ca_topic_score_gemma":0.01545344,"domain_scores_codex":[0.9864101,0.005594549,0.003419695,0.0004532402,0.003279057,0.0008433129],"domain_scores_gemma":[0.9802254,0.006460494,0.002801576,0.0007135137,0.008723719,0.001075391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000608501,0.0002242023,0.006434761,0.01067692,0.0005230189,0.0005496318,0.0002340681,0.001082489,0.001375984,0.0103705,0.5640353,0.4038846],"study_design_scores_gemma":[0.0003405496,0.0001537876,0.009173717,0.01895129,0.0008838641,0.001556815,0.0002237345,0.0005846343,0.001385317,0.006107832,0.9605868,0.00005167093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01013295,0.5427737,0.05000422,0.218656,0.02293291,0.004876156,0.01759345,0.00136759,0.131663],"genre_scores_gemma":[0.0680857,0.3963103,0.2498872,0.1069083,0.0133091,0.01632958,0.06683876,0.0009664256,0.08136465],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01931685,"threshold_uncertainty_score":0.1021585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221162377633969,"score_gpt":0.3237934648715714,"score_spread":0.3016772271081745,"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."}}