{"id":"W2898521979","doi":"10.1016/j.jogc.2018.08.004","title":"Post-colposcopy Management of ASC-US and LSIL Pap Tests (PALS Trial): Pilot RCT","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Health Sciences Centre; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Colposcopy; Squamous intraepithelial lesion; Randomized controlled trial; Gynecology; Cytology; Pap test; Incidence (geometry); Obstetrics; Cancer; Cervical intraepithelial neoplasia; Cervical cancer; Internal medicine; Cervical cancer screening; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003485459,0.001826571,0.003724903,0.0003351526,0.0008988524,0.001453262,0.001318743,0.003339793,0.01178861],"category_scores_gemma":[0.008113952,0.001095946,0.003262473,0.0005309608,0.001613789,0.002153637,0.001369781,0.005223088,0.001955938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385258,"about_ca_system_score_gemma":0.003795954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349345,"about_ca_topic_score_gemma":0.004601814,"domain_scores_codex":[0.9978879,0.001169533,0.0001734012,0.00032283,0.0001343914,0.0003118359],"domain_scores_gemma":[0.9959825,0.00172733,0.0006723878,0.0004335968,0.0002324408,0.0009516526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9626567,0.01783446,0.001655712,0.001986909,0.002475455,0.0000640092,0.000181147,0.0002076185,0.0005955598,0.0001995289,0.001004067,0.01113883],"study_design_scores_gemma":[0.9227906,0.06966615,0.003647331,0.0002490715,0.002235724,0.00002756637,0.0001084345,0.0001618856,0.0001497695,0.0002577495,0.0006872553,0.00001849332],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773054,0.005634028,0.0007714318,0.001891454,0.0008905219,0.007867114,0.00162057,0.0001423653,0.003877026],"genre_scores_gemma":[0.9731766,0.002940997,0.002855918,0.001718493,0.001078765,0.01336425,0.001230955,0.00002336953,0.0036106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178861,"threshold_uncertainty_score":0.03943682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518629679015501,"score_gpt":0.3061712505706983,"score_spread":0.2809849537805433,"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."}}