{"id":"W4408144022","doi":"10.2196/64020","title":"Breast Cancer Screening Participation and Internet Search Activity in a Japanese Population: Decade-Long Time-Series Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Breast cancer; Cancer; Series (stratigraphy); Population; Medicine; Oncology; Demography; Computer science; World Wide Web; Internal medicine; Environmental health; Biology; Sociology","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":[0.00116657,0.0004064686,0.0006491195,0.001467783,0.0006213445,0.0007192224,0.0005621189,0.0005824715,0.001281195],"category_scores_gemma":[0.002767935,0.0004055206,0.001251138,0.002944373,0.0003015346,0.0007552055,0.0007609737,0.0007581431,0.0003969704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006984902,"about_ca_system_score_gemma":0.0006820783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02637367,"about_ca_topic_score_gemma":0.02581584,"domain_scores_codex":[0.9991432,0.0001594199,0.0001841265,0.0002350541,0.0001486565,0.0001294801],"domain_scores_gemma":[0.9977785,0.0003141897,0.0008302447,0.0002902157,0.0004083235,0.0003785684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006722836,0.00005393555,0.9984409,0.00003191071,0.0001337634,0.0000676977,0.0002101477,0.0000329646,0.00006419865,0.00001050638,0.0001593686,0.0007273089],"study_design_scores_gemma":[0.000007091938,0.0001023023,0.998467,0.00001208517,0.0001500552,0.0001104409,0.0005234928,0.0003363042,0.00002135183,0.00001328249,0.0002496061,0.000006918325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978479,0.0004773014,0.0001207958,0.00006439745,0.00001041591,0.00003369408,0.001122434,0.000005616805,0.0003174936],"genre_scores_gemma":[0.9968951,0.0003071361,0.0001553613,0.00007718996,0.00002623996,0.0000705774,0.002166681,0.000004884855,0.0002968601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02637367,"threshold_uncertainty_score":0.05244035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240682404063591,"score_gpt":0.380857061341935,"score_spread":0.356788820935576,"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."}}