{"id":"W2159938531","doi":"10.1002/cncr.11678","title":"Optical imaging of the cervix","year":2003,"lang":"en","type":"review","venue":"Cancer","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Optical coherence tomography; Medicine; Medical physics; Computer science; Optics; Radiology; Physics","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":[0.0004345752,0.000857225,0.001156962,0.003613683,0.0004538841,0.001004595,0.000754767,0.001277824,0.004680378],"category_scores_gemma":[0.0005351579,0.0002588491,0.0003720958,0.002329031,0.0007466197,0.001598016,0.0006645293,0.001162755,0.004211268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006922161,"about_ca_system_score_gemma":0.0007211586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170052,"about_ca_topic_score_gemma":0.002354588,"domain_scores_codex":[0.9997857,0.00003810904,0.00001878627,0.00004616491,0.00009492211,0.00001635965],"domain_scores_gemma":[0.9998018,0.00007934654,0.00002584054,0.00001246147,0.00006262664,0.0000179455],"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":[0.00003908809,0.00003955986,0.0002800412,0.004930265,0.00003389347,0.0004661131,0.0000847768,0.0002096502,0.006106541,0.003456211,0.01757466,0.9667792],"study_design_scores_gemma":[0.000009989818,0.00008475181,0.001640803,0.001410804,0.00003098583,0.008255474,0.00008897072,0.00009448943,0.002482282,0.002411431,0.9834685,0.00002154217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002328145,0.9941447,0.000402652,0.0002082027,0.0001558531,0.000007724863,0.00001215127,0.00001548791,0.004820327],"genre_scores_gemma":[0.002364066,0.9937995,0.0005994903,0.0002566879,0.0001872462,0.00001143814,0.00003010917,0.000003032031,0.002748386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004680378,"threshold_uncertainty_score":0.01565737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04585443488036357,"score_gpt":0.4285614621444173,"score_spread":0.3827070272640538,"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."}}