{"id":"W4282964833","doi":"10.1158/1538-7445.am2022-6239","title":"Abstract 6239: Colposcopy referral rates in an organized cytology-based cervix screening program after receipt of multiple rounds of HPV-based screening in the FOCAL trial","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University; BC Cancer Agency; Simon Fraser University; University of British Columbia; BC Centre for Disease Control; B.C. Women's Hospital & Health Centre","funders":"","keywords":"Colposcopy; Medicine; Referral; Cervical screening; Population; Gynecology; Cohort; Cervix; Obstetrics; Cytology; Cervical cancer; Family medicine; Cancer; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002651089,0.0008623312,0.002400297,0.0003950002,0.0004842999,0.00113301,0.0009297769,0.001591454,0.009515086],"category_scores_gemma":[0.01104801,0.000499838,0.002686342,0.0005317372,0.0005495941,0.0007277851,0.0006663371,0.001813818,0.0007316704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001948337,"about_ca_system_score_gemma":0.003973317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151489,"about_ca_topic_score_gemma":0.02695164,"domain_scores_codex":[0.9975576,0.001253475,0.0002401397,0.0004405903,0.0001567335,0.0003514873],"domain_scores_gemma":[0.9962999,0.0008190939,0.0012074,0.00036812,0.0004704297,0.0008351085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9263425,0.005409257,0.0137159,0.004183286,0.008019826,0.0001138401,0.0002565012,0.0003231802,0.001101126,0.0002660428,0.004929012,0.03533942],"study_design_scores_gemma":[0.7397663,0.133167,0.1045739,0.001947409,0.01537119,0.0001478359,0.0004568738,0.0007976958,0.000968853,0.0003773122,0.002310563,0.0001151036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836993,0.008425844,0.0001873303,0.0008306673,0.000426253,0.001646635,0.001527222,0.00008264434,0.003174013],"genre_scores_gemma":[0.9954575,0.0007914212,0.0002952603,0.0003525022,0.0001374899,0.001095556,0.0005804463,0.000007817306,0.00128201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02151489,"threshold_uncertainty_score":0.04277933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1954144179385996,"score_gpt":0.4851484257294792,"score_spread":0.2897340077908797,"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."}}