{"id":"W4398348721","doi":"10.3389/fpubh.2024.1360447","title":"Working together with people with intellectual disability to make a difference: a protocol for a mixed-method co-production study to address inequities in cervical screening participation","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Intervention (counseling); Intellectual disability; Knowledge translation; Medicine; Health care; Protocol (science); Resource (disambiguation); Nursing; Family medicine; Psychology; Medical education; Alternative medicine; Psychiatry; Knowledge management; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1077743,0.004273032,0.004495052,0.003739621,0.007407269,0.006072599,0.006737694,0.008359355,0.06158098],"category_scores_gemma":[0.06384531,0.005134983,0.003894229,0.003276229,0.005040586,0.00524083,0.007038459,0.01046253,0.01661969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007583964,"about_ca_system_score_gemma":0.03032129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290021,"about_ca_topic_score_gemma":0.007194057,"domain_scores_codex":[0.9487454,0.0372712,0.004448283,0.002804904,0.003041052,0.003689172],"domain_scores_gemma":[0.9583797,0.01928042,0.003274765,0.006995178,0.007270824,0.004798998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.1067814,0.09754503,0.005256394,0.07571512,0.0007238017,0.006455728,0.1112008,0.01004296,0.01185314,0.03444408,0.1278656,0.4121159],"study_design_scores_gemma":[0.2280545,0.0758727,0.02206071,0.04474985,0.0006945783,0.001150459,0.06003005,0.008332741,0.0093752,0.03679933,0.5117396,0.001140189],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001742992,0.00004375717,0.001964377,0.0001542749,0.00007918875,0.9950662,0.000323117,0.00003370323,0.000592305],"genre_scores_gemma":[0.0006408024,0.00004289988,0.002178915,0.00007620102,0.00001034525,0.9968408,0.00004450394,0.000002798616,0.0001626923],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1077743,"threshold_uncertainty_score":0.5699716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384789337643319,"score_gpt":0.4616395360155968,"score_spread":0.3231606022512649,"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."}}