{"id":"W4322771259","doi":"10.1158/1538-7445.sabcs22-p2-05-03","title":"Abstract P2-05-03: Perceived Guideline Clarity &amp; Deferral to Patient Preferences impact guideline concordant care for breast cancer screening in women age 40-49","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Quebec - Clinical Research Organization in Cancer; Kingston Health Sciences Centre; Princess Margaret Cancer Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Guideline; Referral; CLARITY; Family medicine; Population; Cancer screening; Concordance; Breast cancer screening; Qualitative research; Breast cancer; Mammography; Psychology; Cancer; Pathology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005737416,0.0001878033,0.0002792013,0.0002917598,0.001619788,0.002038337,0.001031194,0.001056611,0.03019147],"category_scores_gemma":[0.04399459,0.0002319826,0.0008637753,0.0005932373,0.001192393,0.001102996,0.001966288,0.001713521,0.0007289658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129606,"about_ca_system_score_gemma":0.02125863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08967567,"about_ca_topic_score_gemma":0.1504233,"domain_scores_codex":[0.9958999,0.002280655,0.0002212435,0.0002265113,0.0007068936,0.0006648008],"domain_scores_gemma":[0.9670526,0.01935088,0.005405274,0.000471317,0.002612941,0.005106848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001886196,0.001336378,0.8466777,0.001801443,0.000267693,0.0005605993,0.04954314,0.0002624612,0.0006134651,0.001072173,0.02061601,0.07536279],"study_design_scores_gemma":[0.0002256736,0.0008454228,0.9358225,0.000729132,0.0001519344,0.0001279731,0.05626383,0.0004588473,0.0002123084,0.0005133096,0.004624409,0.00002457182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837582,0.0003249931,0.000178909,0.00620647,0.00005103956,0.0003520565,0.0009380118,0.00001460387,0.008175762],"genre_scores_gemma":[0.9975294,0.0001486964,0.0003894411,0.0005147188,0.00001121991,0.0002399475,0.0001566801,0.000005205155,0.001004716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08967567,"threshold_uncertainty_score":0.1783074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2969960182858109,"score_gpt":0.5173037290545207,"score_spread":0.2203077107687098,"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."}}