{"id":"W4409906388","doi":"10.2196/57256","title":"Prognostic Disclosure in Metastatic Breast Cancer: Protocol for a Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systematic review; Protocol (science); Breast cancer; Health care; MEDLINE; Distress; Peer review; Alternative medicine; Cancer; Clinical psychology; Pathology","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":[0.1034078,0.005432799,0.01173629,0.01744335,0.005910985,0.008477052,0.00572589,0.008888213,0.1060013],"category_scores_gemma":[0.1070988,0.006008671,0.01789745,0.01633637,0.004863384,0.009968363,0.009150952,0.008255771,0.01854922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01447417,"about_ca_system_score_gemma":0.07601539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541618,"about_ca_topic_score_gemma":0.01104124,"domain_scores_codex":[0.9522297,0.01912094,0.01768123,0.003426859,0.005233406,0.002307796],"domain_scores_gemma":[0.9189786,0.02901299,0.01392206,0.007862884,0.02651252,0.003710948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007208386,0.0007529272,0.0009426944,0.7999442,0.001530844,0.001116883,0.005265499,0.001761843,0.003365907,0.008221013,0.08582766,0.08406219],"study_design_scores_gemma":[0.01535815,0.001920922,0.004534089,0.4801488,0.003225819,0.0008365673,0.004111695,0.0009818072,0.002309037,0.01201513,0.4740344,0.0005236428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002062771,0.001110618,0.001254173,0.0004044522,0.0002790657,0.9928767,0.00312721,0.00007610166,0.0006654409],"genre_scores_gemma":[0.0001462775,0.0008538548,0.003375844,0.0001610248,0.00002549099,0.9945687,0.000556404,0.000007470775,0.0003048957],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1060013,"threshold_uncertainty_score":0.5468794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4711755678525816,"score_gpt":0.6888431434261293,"score_spread":0.2176675755735477,"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."}}