{"id":"W7070715761","doi":"","title":"Preliminary Experimental Results from Multi-Center Clinical Trials for Detection of Cervical Precancerous Lesions Using the Cerviscan(TM) System: A Novel Full-Field Evoked Tissue Fluorescence Based Imaging Instrument","year":2001,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colposcopy; Cervical cancer; Clinical trial; Biopsy; Population; Precancerous lesion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02111895,0.001413789,0.00124594,0.00040403,0.0006975922,0.0005702092,0.0008029588,0.0009705936,0.001354716],"category_scores_gemma":[0.01003562,0.0005870087,0.001351676,0.000385543,0.001156314,0.0006864232,0.0005802441,0.001240366,0.0003669551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477932,"about_ca_system_score_gemma":0.001136668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312475,"about_ca_topic_score_gemma":0.002324223,"domain_scores_codex":[0.990096,0.007772434,0.0005795097,0.0006254275,0.0006304674,0.0002961834],"domain_scores_gemma":[0.9895489,0.00635574,0.001061411,0.001185418,0.001031689,0.0008168318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5783089,0.1172522,0.06510252,0.001685416,0.004340556,0.0003191788,0.001363807,0.01278286,0.1126918,0.0002636547,0.002644177,0.1032449],"study_design_scores_gemma":[0.04340143,0.8830606,0.04776153,0.000030545,0.001038603,0.0001606091,0.0001079449,0.005190908,0.01812751,0.0001384966,0.0009254099,0.00005629891],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914774,0.0005666715,0.003122853,0.0001237057,0.00004661501,0.003520081,0.0004661595,0.00005467828,0.0006218196],"genre_scores_gemma":[0.9795572,0.0004185368,0.01234787,0.0003249549,0.0001489853,0.004480774,0.001733589,0.00002333794,0.0009648312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02111895,"threshold_uncertainty_score":0.111689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515790699658303,"score_gpt":0.3901384863160016,"score_spread":0.2385594163501712,"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."}}