{"id":"W2118410579","doi":"10.1002/dc.22944","title":"Performance of proex c and pretect hpv‐proofer e6/e7 mrna tests in comparison with the hybrid capture 2 hpv dna test for triaging ascus and lsil cytology","year":2013,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. H. Bliss Murphy Cancer Centre; Thunder Bay Regional Health Sciences Centre; Queen Elizabeth II Health Sciences Centre; Centre Hospitalier de l’Université de Montréal; University of Calgary; Baker Hughes (Canada); Memorial University of Newfoundland","funders":"","keywords":"Ascus (bryozoa); Colposcopy; Medicine; Cytology; Cervical intraepithelial neoplasia; Gynecology; Population; Referral; Internal medicine; Gastroenterology; Cancer; Cervical cancer; Pathology; Biology; Family 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":[0.003189031,0.0006252216,0.0004413046,0.000950908,0.0001265239,0.0007244215,0.0003756978,0.0006259385,0.0009919074],"category_scores_gemma":[0.007168297,0.0003096024,0.0002763357,0.0004959806,0.0003156264,0.0005612372,0.000397184,0.0003467103,0.0003487914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055481,"about_ca_system_score_gemma":0.000340222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558667,"about_ca_topic_score_gemma":0.002196646,"domain_scores_codex":[0.9969627,0.001369397,0.0001601456,0.0006046426,0.0006910762,0.0002120478],"domain_scores_gemma":[0.9934782,0.003630024,0.000945849,0.0005196073,0.0009037688,0.0005226165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03542099,0.0008217322,0.8323976,0.0003217239,0.0003389446,0.000246188,0.0006448281,0.001796778,0.03532144,0.0001665826,0.0006444193,0.09187878],"study_design_scores_gemma":[0.0002975589,0.01720939,0.9461217,0.00004517787,0.0002299333,0.001336726,0.0002359927,0.009911681,0.02304673,0.00007262028,0.001434821,0.00005773826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965848,0.001296691,0.0007032974,0.00002860013,0.0000164305,0.00002683863,0.0001243063,0.00002104212,0.001198076],"genre_scores_gemma":[0.9971277,0.0002727091,0.001236967,0.00005932469,0.00002373174,0.00002131711,0.0004132614,0.000006378667,0.0008385688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003189031,"threshold_uncertainty_score":0.01686537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170340234567793,"score_gpt":0.2926765331597865,"score_spread":0.2756425097030072,"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."}}