{"id":"W6958931862","doi":"10.6084/m9.figshare.26671869.v1","title":"Additional file 3 of Effective strategies for Fecal Immunochemical Tests (FIT) programs to improve colorectal cancer screening uptake among populations with limited access to the healthcare system: a rapid review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Agricultural Practices and Plant Genetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Colorectal cancer screening; Health care; Colorectal cancer; Cancer screening; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004651992,0.0001511664,0.0001856861,0.00000842639,0.0001933885,0.0002455789,0.000250712,0.00007247205,0.1473506],"category_scores_gemma":[0.0003805833,0.00004752238,0.00009516289,0.0005569689,0.000008669835,0.000206788,0.00008595586,0.0001431282,0.00004086319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614456,"about_ca_system_score_gemma":0.00004095299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002266841,"about_ca_topic_score_gemma":0.002942105,"domain_scores_codex":[0.9990545,0.00005420781,0.0001989858,0.0002803073,0.0001931375,0.0002188492],"domain_scores_gemma":[0.9983293,0.001114405,0.0001147272,0.00004302801,0.0002948303,0.0001036934],"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":[0.00004351871,0.00001331555,0.00001209919,0.0008122275,0.00002946824,0.000001831413,0.00003390562,0.00002422877,0.0003694921,0.000003916295,0.9153191,0.08333684],"study_design_scores_gemma":[0.00006303672,0.00136112,0.1133402,0.07621825,0.00007244587,0.00002765341,0.0007434076,0.0007099456,0.0001900325,0.000004697821,0.8069104,0.0003587397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009738548,0.002093421,6.120272e-7,0.001342512,0.00003508622,0.002718232,0.9839493,0.00007124184,0.0000510287],"genre_scores_gemma":[0.2384293,0.00001208551,0.000210382,0.0002240325,0.0003625083,0.01102368,0.7496976,0.000002579809,0.00003777207],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2342517,"threshold_uncertainty_score":0.8534288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09535764012235261,"score_gpt":0.3182632633595046,"score_spread":0.222905623237152,"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."}}