{"id":"W4407295607","doi":"10.3390/ijerph22020242","title":"The Breast to Bone (B2B) Cohort Study to Prevent, Detect and Improve Treatment of Metastatic Disease: Baseline Assessment, Description and Progress","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Bone health and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Alberta Cancer Foundation","keywords":"Breast cancer; Medicine; Cohort; Oncology; Bone metastasis; Internal medicine; Disease; Cohort study; Cancer; Metastatic breast cancer; Metastasis; Stage (stratigraphy)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00224155,0.0007051599,0.0006912378,0.0007993708,0.001324493,0.001549666,0.0008388525,0.0009774114,0.001589451],"category_scores_gemma":[0.001674447,0.0005783932,0.0006443592,0.00227317,0.0003087001,0.000439285,0.001219407,0.001289982,0.0007533277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249647,"about_ca_system_score_gemma":0.005677785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3317008,"about_ca_topic_score_gemma":0.3876837,"domain_scores_codex":[0.9991678,0.0002041625,0.00005207029,0.0001348477,0.0002805813,0.0001605743],"domain_scores_gemma":[0.9990047,0.00006050047,0.0001672579,0.0001124574,0.0003527134,0.000302406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003017993,0.000591322,0.9645867,0.000234627,0.0007095156,0.0001344699,0.0004282811,0.0001545514,0.001122231,0.0004385481,0.01381826,0.0147635],"study_design_scores_gemma":[0.0006180659,0.0004454427,0.9892523,0.0001165851,0.0003129973,0.00009744753,0.0002942276,0.0001657688,0.0001600802,0.0001274348,0.008387787,0.00002192205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8716395,0.008475066,0.002109035,0.003223996,0.0003458842,0.002936575,0.100706,0.00009193782,0.01047202],"genre_scores_gemma":[0.9113021,0.005425822,0.005558008,0.001926457,0.0002172196,0.003299963,0.06083988,0.00007259104,0.01135782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317008,"threshold_uncertainty_score":0.6595402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926701486077041,"score_gpt":0.4358713607687858,"score_spread":0.3866043459080154,"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."}}