{"id":"W6885991192","doi":"10.14288/1.0445542","title":"Self-Screening for Cervical Cancer Offered through a Digital Platform in a Region of British Columbia with Lower Screening Rates","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Cervix; Attendance; Cervical screening; Cervical cancer screening; Cancer screening; Cancer","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":[0.0005642271,0.0003257565,0.0004548964,0.001019097,0.004288807,0.002054869,0.001192722,0.0004697774,0.003722727],"category_scores_gemma":[0.00273864,0.0003249432,0.0003235117,0.002738356,0.0009479933,0.0004771643,0.001098848,0.0009645067,0.0004423005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01735928,"about_ca_system_score_gemma":0.02112496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892614,"about_ca_topic_score_gemma":0.994747,"domain_scores_codex":[0.9989052,0.0001605384,0.00007155421,0.0001800938,0.0003165447,0.0003660914],"domain_scores_gemma":[0.9966561,0.0003398742,0.0003866249,0.0001066826,0.001549633,0.0009611176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000224952,0.0003674001,0.9614601,0.00016487,0.00004868001,0.00113778,0.009282298,0.000180239,0.001635364,0.0002236615,0.003706429,0.0215683],"study_design_scores_gemma":[0.00002272929,0.0001152576,0.9808244,0.00009967887,0.00003322983,0.0002698299,0.0152461,0.0004350931,0.0001903633,0.00005404366,0.002672472,0.00003676271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995931,0.0002349908,0.00007614526,0.0005261589,0.00001121166,0.00006218637,0.0004738171,0.0000102767,0.002674435],"genre_scores_gemma":[0.9955527,0.0002351008,0.0002344859,0.0004970873,0.000004841588,0.00005555275,0.000346598,0.000008787089,0.003064755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735928,"threshold_uncertainty_score":0.1259511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06303647174672047,"score_gpt":0.3499747976565459,"score_spread":0.2869383259098254,"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."}}