{"id":"W4414240702","doi":"10.2196/76393","title":"Integrated, Cross-Entity Information on Preventive Measures for Bowel, Breast, and Prostate Cancer: Evaluation Study of the Web Application “Prevent-Take-Up”","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web application; The Internet; Web site; Information system; MEDLINE","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":[0.01610981,0.0007795874,0.0009596431,0.001133423,0.0005193776,0.001170821,0.0007838345,0.000988978,0.002221216],"category_scores_gemma":[0.03125384,0.0004732801,0.001402074,0.0009030066,0.0006163794,0.001447083,0.0009899489,0.0009306379,0.0005193939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148338,"about_ca_system_score_gemma":0.002033781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595775,"about_ca_topic_score_gemma":0.003813526,"domain_scores_codex":[0.9907722,0.005798928,0.0009938501,0.0005046436,0.001465025,0.0004652838],"domain_scores_gemma":[0.9745667,0.01602569,0.002725307,0.001091498,0.00419167,0.001399148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0641712,0.2637165,0.2504015,0.008650335,0.002837212,0.001128641,0.01842129,0.002994283,0.01071923,0.000473736,0.003764033,0.3727221],"study_design_scores_gemma":[0.01737971,0.4329897,0.5148692,0.0008326558,0.002868891,0.0006950918,0.004240459,0.009561818,0.008922649,0.0002025079,0.007253758,0.0001835889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967032,0.0001119731,0.0003782421,0.00004671243,0.000009884067,0.002034791,0.0001588201,0.0000240889,0.0005323143],"genre_scores_gemma":[0.9841506,0.0004668769,0.007606507,0.0002392842,0.00004485772,0.005690122,0.0008871392,0.00003601636,0.0008786172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01610981,"threshold_uncertainty_score":0.08519781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040920170182022,"score_gpt":0.3924545503544166,"score_spread":0.3720453486525964,"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."}}