{"id":"W4402237079","doi":"10.1007/978-3-031-56806-0_35","title":"Overcoming Barriers to Bowel Screening for First Nations Australians","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Aged Care, Australian Government; Australian Government; Menzies School of Health Research","keywords":"Medicine; Political science; History; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003901364,0.0002775836,0.0004604371,0.0004219132,0.002632813,0.001897561,0.0007895777,0.001791908,0.007153429],"category_scores_gemma":[0.00827159,0.0002835485,0.0004495519,0.0005019722,0.0009539138,0.001684359,0.003833241,0.004675756,0.001157531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014599,"about_ca_system_score_gemma":0.01079819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0404167,"about_ca_topic_score_gemma":0.1230192,"domain_scores_codex":[0.9982913,0.0006903735,0.00006176686,0.00005369151,0.0005023849,0.0004003803],"domain_scores_gemma":[0.9976498,0.0006908708,0.0001715474,0.00004626335,0.0004870177,0.0009545272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002164433,0.0003246643,0.007101368,0.001526711,0.00002735724,0.000906128,0.04147921,0.00007925749,0.0005373599,0.009252692,0.4968121,0.4419315],"study_design_scores_gemma":[0.00002362942,0.0002914152,0.03859599,0.00561705,0.00005035133,0.001704177,0.03233846,0.0001330333,0.0003227063,0.00500414,0.9158689,0.00005012233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04643846,0.09261462,0.002281815,0.6295207,0.0138228,0.0003046981,0.0001425199,0.0001744536,0.2147],"genre_scores_gemma":[0.2562914,0.1655553,0.02018252,0.2202672,0.004347433,0.0006670856,0.0003277072,0.0001835474,0.3321778],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0404167,"threshold_uncertainty_score":0.08036286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03846001207828528,"score_gpt":0.2998077237800502,"score_spread":0.261347711701765,"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."}}