{"id":"W565969929","doi":"","title":"Knowledge of Overdiagnosis and the Decision To Participate in Breast Cancer Screening","year":2015,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Care Ontario","keywords":"Overdiagnosis; Medicine; Breast cancer; Family medicine; Mammography; Breast cancer screening; Gynecology; Logistic regression; Gerontology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003444606,0.0001033773,0.0001887463,0.0007709695,0.000891334,0.001575331,0.0005070415,0.0008114912,0.003709386],"category_scores_gemma":[0.03021799,0.0002128719,0.0003344507,0.0006008816,0.001245109,0.0006415726,0.0007240829,0.001109049,0.0002335891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003781166,"about_ca_system_score_gemma":0.006582867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3251609,"about_ca_topic_score_gemma":0.3575707,"domain_scores_codex":[0.9971796,0.001011667,0.0001702457,0.0001300044,0.001003294,0.0005052112],"domain_scores_gemma":[0.9833233,0.007477333,0.005040802,0.0005093462,0.001305107,0.002344104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009992752,0.0003235871,0.9779041,0.00004369555,0.00004159838,0.0001219167,0.004790795,0.0001107387,0.00008172166,0.0002878993,0.0006065511,0.01558755],"study_design_scores_gemma":[0.0000168928,0.0001246895,0.9897682,0.0001375997,0.00003573874,0.0001465992,0.007084825,0.000542002,0.00006530398,0.0004593357,0.001603554,0.00001518698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907169,0.0005936704,0.00006593707,0.002720384,0.0000161008,0.00002628324,0.00008692181,0.000002671236,0.005771204],"genre_scores_gemma":[0.9989645,0.0002987099,0.00006063545,0.0002147167,0.00001123356,0.000005386231,0.00005046545,7.767576e-7,0.0003935802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251609,"threshold_uncertainty_score":0.6465365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0896582959474087,"score_gpt":0.3450993971622808,"score_spread":0.2554411012148721,"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."}}