{"id":"W4362504441","doi":"10.2196/37553","title":"Gender Effects on the Impact of Colorectal Cancer Risk Calculators on Screening Intentions: Experimental Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Cancer screening; Risk perception; Calculator; Cancer prevention; Family medicine; Oncology; Internal medicine; Psychology; Perception","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":[0.003680231,0.0009626027,0.001144196,0.0004565852,0.001490545,0.001393313,0.001111794,0.001506908,0.02190064],"category_scores_gemma":[0.01082811,0.001001143,0.001002951,0.0003544002,0.001450705,0.001049967,0.00136831,0.002532614,0.001603829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00083671,"about_ca_system_score_gemma":0.001861577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625136,"about_ca_topic_score_gemma":0.002100945,"domain_scores_codex":[0.9976426,0.0008719406,0.000158593,0.0005049678,0.0003409616,0.0004809141],"domain_scores_gemma":[0.9868447,0.007181275,0.002462946,0.001094256,0.0005301155,0.001886755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1921559,0.6541142,0.06326956,0.00098108,0.0005113338,0.0004961867,0.01376907,0.0007918356,0.02466426,0.00267376,0.002366583,0.04420624],"study_design_scores_gemma":[0.05533629,0.5456719,0.3564563,0.0003321659,0.001810343,0.000265394,0.007171394,0.009333632,0.009210404,0.005770687,0.00831282,0.0003286789],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973205,0.00004398333,0.0001816864,0.00008377776,0.00005942994,0.0005877998,0.0001177435,0.000009644697,0.001595436],"genre_scores_gemma":[0.9845014,0.0001256962,0.002166829,0.0004361444,0.0001077541,0.005111801,0.0001837502,0.0000175676,0.00734894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190064,"threshold_uncertainty_score":0.0732649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018052164685338,"score_gpt":0.4714984703923738,"score_spread":0.36969325392384,"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."}}