{"id":"W4385898278","doi":"10.4045/tidsskr.23.0066","title":"Livmorhalsprøvetaking i primærhelsetjenesten","year":2023,"lang":"no","type":"article","venue":"Tidsskrift for Den norske legeforening","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Requisition; Sample (material); Medicine; Norwegian; Family medicine; Sampling (signal processing); Cervical screening; Gynecology; Demography; Internal medicine; Cervical cancer; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403356,0.0003030104,0.0004503782,0.0005202898,0.001319219,0.00124837,0.0005420462,0.0005854118,0.02455283],"category_scores_gemma":[0.00244756,0.0003740719,0.0003611181,0.0004958771,0.0007864209,0.0004965504,0.001303017,0.0004844021,0.003337635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378624,"about_ca_system_score_gemma":0.005793972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1157374,"about_ca_topic_score_gemma":0.09790704,"domain_scores_codex":[0.9989439,0.0002339904,0.0001126548,0.0002075693,0.0001980712,0.0003039022],"domain_scores_gemma":[0.9987204,0.0003092641,0.0003603062,0.00004082869,0.0001590656,0.0004102114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001783525,0.0004635405,0.6906818,0.004128806,0.00006999731,0.006175018,0.01729172,0.0008956777,0.009082944,0.004017624,0.04672856,0.2186808],"study_design_scores_gemma":[0.0001268924,0.00109263,0.6426512,0.004912353,0.00009540797,0.002669551,0.02136066,0.0004337198,0.00244102,0.001112872,0.3230144,0.0000893827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8892547,0.02809727,0.001722359,0.0096617,0.002236021,0.0002375494,0.01483968,0.0001467603,0.05380395],"genre_scores_gemma":[0.9375755,0.01310639,0.002843966,0.001650605,0.0002603999,0.0001593714,0.00490478,0.00006249781,0.03943647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1157374,"threshold_uncertainty_score":0.2301275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07976717767287975,"score_gpt":0.3931406971260678,"score_spread":0.313373519453188,"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."}}