{"id":"W4414781849","doi":"10.3390/curroncol32100556","title":"Locoregional Treatment in De Novo Bone-Only Metastatic Breast Cancer: Prospective, Multi-Institutional Real-World Data, BOMETIN, Protocol MF14-1a","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Breast cancer; Metastatic breast cancer; Systemic therapy; Overall survival; Cancer; Cohort study; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002943212,0.0003830211,0.0008479735,0.000540868,0.000125945,0.00001528014,0.0002710734,0.00006994608,0.0001790449],"category_scores_gemma":[0.00005649244,0.0003050754,0.0001070902,0.0008682216,0.0005801232,0.0001877886,0.000169796,0.0003972625,0.00002221028],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006036646,"about_ca_system_score_gemma":0.00589147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123423,"about_ca_topic_score_gemma":0.01747717,"domain_scores_codex":[0.9976004,0.0001621309,0.0005829225,0.0007921314,0.0002652409,0.000597175],"domain_scores_gemma":[0.9986097,0.000166325,0.0002401179,0.0005849889,0.00022012,0.0001788038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003984056,0.004663134,0.5474853,0.0003189207,0.0002752585,0.0002275601,0.0002353052,0.0001174038,0.0001546437,0.004284481,0.0005164055,0.4377376],"study_design_scores_gemma":[0.02065753,0.0005214015,0.5291469,0.0005309892,0.0002297181,0.0006198531,0.0001333385,0.0008375813,0.0001002125,0.0005304837,0.4464206,0.0002714613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3457304,0.008558782,0.03579735,0.05387625,0.007612621,0.5207504,0.007614043,0.001505011,0.01855521],"genre_scores_gemma":[0.4528811,0.0008324586,0.03400839,0.00178554,0.001717331,0.5030181,0.001186696,0.000141952,0.00442837],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4459041,"threshold_uncertainty_score":0.9999402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141959753475521,"score_gpt":0.4946694173711277,"score_spread":0.3527096638956067,"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."}}