{"id":"W6921466081","doi":"10.6084/m9.figshare.c.7804826","title":"Cancer screening outside of age recommendations: a population-based study","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Prostate cancer screening; Cancer screening; Cancer; Cervical cancer screening; Breast cancer screening; Colorectal cancer screening; Age groups; Cancer prevention; Young adult","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001271335,0.0004776025,0.0004081009,0.001721242,0.0005855667,0.0009555257,0.0004783826,0.0009401701,0.003036435],"category_scores_gemma":[0.003802106,0.0004307005,0.0007884206,0.002405676,0.0005889483,0.001053199,0.0007468609,0.0005870364,0.0004755006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007630636,"about_ca_system_score_gemma":0.0006550287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02253109,"about_ca_topic_score_gemma":0.02276425,"domain_scores_codex":[0.9981254,0.0006658817,0.0002003183,0.0004738979,0.0002990607,0.0002355009],"domain_scores_gemma":[0.9970586,0.0006412368,0.001416621,0.0002063722,0.0003447055,0.0003323642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001019022,0.00005226832,0.9982976,0.00005042392,0.0001205804,0.00007531227,0.0002247071,0.00004126666,0.0000824314,0.00001795254,0.0001953638,0.0007401435],"study_design_scores_gemma":[0.00001483396,0.000137739,0.9990938,0.00002642118,0.00005823006,0.0001055416,0.0002577174,0.00009924433,0.00001286529,0.00001364744,0.0001745409,0.000005604223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975106,0.0006472518,0.00009897636,0.0000678081,0.000009418079,0.00002755571,0.001111784,0.000004101775,0.0005225046],"genre_scores_gemma":[0.9991047,0.0001630252,0.00003647276,0.00004224649,0.00001685526,0.00002767669,0.0005129369,0.000001506567,0.00009446692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02253109,"threshold_uncertainty_score":0.04479986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060458562634859,"score_gpt":0.4086920332854078,"score_spread":0.3026461770219219,"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."}}