{"id":"W4405399771","doi":"10.1177/17455057241306809","title":"Guidelines unmet: Assessing gaps in breast cancer survivorship care","year":2024,"lang":"en","type":"article","venue":"Women s Health","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Survivorship curve; Medicine; Concordance; Breast cancer; Health care; Cancer survivorship; Family medicine; Cancer; Psychological intervention; Medical record; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007504674,0.000194757,0.0004363568,0.0002798513,0.00007529933,0.00008796982,0.00008803195,0.00009366449,0.0004932384],"category_scores_gemma":[0.00002116979,0.0001693016,0.0000749103,0.000835019,0.00003470607,0.0001339162,0.00003385217,0.0003570332,0.00003392705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002005751,"about_ca_system_score_gemma":0.001971931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05219697,"about_ca_topic_score_gemma":0.04681867,"domain_scores_codex":[0.9979796,0.0001145899,0.0004718361,0.000429702,0.0003668605,0.0006374521],"domain_scores_gemma":[0.9990999,0.00006013994,0.00005331706,0.0002863372,0.0001648803,0.0003354699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002782873,0.0001184053,0.3616331,0.01192661,0.0001185992,0.0003579841,0.08646247,0.00004750293,0.0002897361,0.001076263,0.01478474,0.5229064],"study_design_scores_gemma":[0.002458177,0.0004346593,0.3779254,0.01191994,0.00007062866,0.0003354305,0.118415,0.0007652615,0.0001502779,0.0004893328,0.4859521,0.001083785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133399,0.04718789,0.00004576693,0.03341723,0.002326163,0.0003760679,0.0001741954,0.0002505108,0.002882236],"genre_scores_gemma":[0.9901409,0.002041784,0.0000901066,0.005747338,0.0007404639,0.0001284961,0.00004649023,0.00005671426,0.00100773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218226,"threshold_uncertainty_score":0.9705744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225528490080709,"score_gpt":0.4012736485367329,"score_spread":0.3590183636359258,"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."}}