{"id":"W4403328275","doi":"10.1055/s-0044-1790830","title":"Brain imaging screening (BIS) in metastatic breast cancer (MBC): patients’ and physicians’ perspectives","year":2024,"lang":"de","type":"article","venue":"Geburtshilfe und Frauenheilkunde","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Metastatic breast cancer; Medicine; Cancer; Oncology; Breast cancer; Medical physics; Internal medicine; Radiology","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":[0.003432304,0.0001548416,0.0003771208,0.0005808696,0.001446441,0.002486991,0.0004977764,0.003779582,0.005528294],"category_scores_gemma":[0.01272116,0.0001652004,0.0004409851,0.0006182813,0.001653954,0.001921022,0.00139888,0.003975582,0.0004273283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922548,"about_ca_system_score_gemma":0.00294572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292211,"about_ca_topic_score_gemma":0.0121045,"domain_scores_codex":[0.9971257,0.00169623,0.0001359324,0.0001586306,0.0004452622,0.0004382138],"domain_scores_gemma":[0.9928527,0.003439259,0.0008512906,0.00005791169,0.001061816,0.001736975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001693482,0.000759987,0.08544867,0.001853083,0.0003718048,0.005409534,0.008109307,0.001060407,0.001483731,0.063594,0.3526586,0.4775573],"study_design_scores_gemma":[0.0005197524,0.00112833,0.1036278,0.006527503,0.0004230851,0.01209991,0.03787775,0.0006615227,0.001005636,0.05065953,0.7852067,0.0002624584],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03146523,0.07462841,0.0001802414,0.8691471,0.002042188,0.000006023377,0.0001277706,0.000005504615,0.02239758],"genre_scores_gemma":[0.6027114,0.1466066,0.0007946072,0.2290638,0.01752479,0.00002920771,0.0002050801,0.00001634672,0.003048165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005528294,"threshold_uncertainty_score":0.01849401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417585652187984,"score_gpt":0.2987532803736926,"score_spread":0.2845774238518127,"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."}}