{"id":"W4412487003","doi":"10.5603/gpl.104421","title":"Colposcopy in pregnancy","year":2025,"lang":"en","type":"article","venue":"Ginekologia Polska","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Colposcopy; Medicine; Pregnancy; Obstetrics; Cervix; Cervical intraepithelial neoplasia; Cervical cancer; Biopsy; Dysplasia; Gynecology; Radiology; Cancer; Pathology; Internal medicine","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":[0.0004909545,0.000465938,0.0007171897,0.001147608,0.0003495507,0.001052832,0.0004187556,0.001069253,0.00774951],"category_scores_gemma":[0.002292987,0.0001740916,0.0004140373,0.001552604,0.0005354219,0.0006302972,0.0005406598,0.001028558,0.002767256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562903,"about_ca_system_score_gemma":0.001043217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801948,"about_ca_topic_score_gemma":0.002101594,"domain_scores_codex":[0.9994767,0.0001699554,0.0000706417,0.00007163129,0.0001472392,0.00006377918],"domain_scores_gemma":[0.9992896,0.0004114499,0.0001166265,0.00002301724,0.0001141463,0.00004508903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001584777,0.0000571009,0.00381967,0.009246444,0.00008956211,0.004606485,0.0003908916,0.0001584618,0.001320999,0.003044754,0.04943212,0.927675],"study_design_scores_gemma":[0.00003012512,0.0001579747,0.01432749,0.01077993,0.000205935,0.04373756,0.0005206231,0.00009432537,0.0008918542,0.003132332,0.9260751,0.00004668808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00132104,0.9821048,0.0006662843,0.002084046,0.001150507,0.00002373968,0.0001329743,0.00003681021,0.01247981],"genre_scores_gemma":[0.02095276,0.9709206,0.001165127,0.001866161,0.00123821,0.00003399758,0.0002466719,0.00001230745,0.003564086],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00774951,"threshold_uncertainty_score":0.02592468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569146158561847,"score_gpt":0.3864985222561313,"score_spread":0.3608070606705129,"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."}}