{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01815622,0.0009199682,0.001070458,0.001828328,0.001062916,0.001417184,0.002344229,0.0009318228,0.005760107],"category_scores_gemma":[0.01467493,0.0007477033,0.0006974523,0.004801875,0.0008036688,0.0009351278,0.001691184,0.000609517,0.00305798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114224,"about_ca_system_score_gemma":0.004930666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004290086,"about_ca_topic_score_gemma":0.01054719,"domain_scores_codex":[0.9880332,0.007890755,0.001615295,0.0009652441,0.001041099,0.0004544796],"domain_scores_gemma":[0.9823636,0.002753329,0.007785807,0.003502294,0.002118022,0.001476893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09079437,0.003599758,0.7492301,0.008484724,0.001495066,0.0003170405,0.00108826,0.004670457,0.006212372,0.001775485,0.04418582,0.08814649],"study_design_scores_gemma":[0.009421954,0.005034045,0.9107724,0.001005398,0.0005037844,0.0003275037,0.0002724203,0.001182923,0.001786092,0.0002946279,0.06932779,0.00007111199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.3668673,0.004776711,0.01339932,0.001042378,0.0001385699,0.1401024,0.4482673,0.0005122579,0.02489378],"genre_scores_gemma":[0.4255672,0.00202883,0.02941213,0.0008780747,0.0001324045,0.2140477,0.3231892,0.0002019498,0.00454246],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01815622,"threshold_uncertainty_score":0.0960204,"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."}}