{"id":"W2171244965","doi":"10.1016/j.breast.2012.03.003","title":"1st International consensus guidelines for advanced breast cancer (ABC 1)","year":2012,"lang":"en","type":"article","venue":"The Breast","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":299,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Consensus conference; Breast cancer; Medical physics; Family medicine; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000130852,0.0001149294,0.0001541797,0.00003179553,0.00007878106,0.000006615844,0.00008965376,0.00003600747,0.001252453],"category_scores_gemma":[0.00001870293,0.00007116637,0.00008593183,0.00005765141,0.00007847498,0.00004137641,0.00002865322,0.00006656101,0.00004656816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045519,"about_ca_system_score_gemma":0.0000775477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001969991,"about_ca_topic_score_gemma":0.00004313316,"domain_scores_codex":[0.9993361,0.00001523581,0.0001698637,0.0001145476,0.0001162144,0.0002480269],"domain_scores_gemma":[0.9993056,0.00008072566,0.00006680749,0.0001359738,0.0003094714,0.0001013975],"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":[0.007981548,0.0008525573,0.1042553,0.00007657473,0.001199651,0.000009844345,0.0006497621,0.00007487491,0.03304082,0.00175116,0.5662568,0.283851],"study_design_scores_gemma":[0.0149491,0.0001755558,0.2837761,0.0001781495,0.00106988,0.006390042,0.0004999405,0.000709417,0.003681523,0.0002660332,0.6879106,0.0003936522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5991054,0.004465705,0.0001197042,0.3768331,0.005740187,0.001442372,0.002078508,0.0001621978,0.01005288],"genre_scores_gemma":[0.9841561,0.0001697096,0.0005401468,0.003969753,0.00358429,0.0002163053,0.00007106369,0.00002310316,0.007269576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3850507,"threshold_uncertainty_score":0.9996606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08269649930811482,"score_gpt":0.4304189945483469,"score_spread":0.3477224952402321,"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."}}