{"id":"W1976895397","doi":"10.1136/bmj.39337.615197.80","title":"Diagnosis and management of cervical cancer","year":2007,"lang":"en","type":"review","venue":"BMJ","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cervical cancer; Medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001397565,0.0001970948,0.001227709,0.0001364191,0.00001414059,0.000003946741,0.00006103178,0.0001512244,0.000608578],"category_scores_gemma":[0.00001286286,0.000127679,0.000258557,0.0003848043,0.00003759769,0.00001052319,0.00007838476,0.0001159654,0.00002484629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078653,"about_ca_system_score_gemma":0.00005064354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130668,"about_ca_topic_score_gemma":0.00001174051,"domain_scores_codex":[0.9988658,0.00002457455,0.0004481341,0.0002388606,0.0002584088,0.0001642292],"domain_scores_gemma":[0.9993464,0.000119237,0.0001579785,0.0002161256,0.0000291,0.0001311934],"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":[0.00003055987,0.0001063893,0.0003811574,0.05901372,0.0007530393,0.0001127727,0.00000350266,7.221993e-9,3.343974e-9,0.00009243937,0.001470435,0.938036],"study_design_scores_gemma":[0.0008576983,0.00009707097,0.001214552,0.0248638,0.003630053,0.00001783106,0.000003778676,6.014295e-8,0.000001337072,0.00001123645,0.969197,0.00010559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001026861,0.9894463,0.000002102163,0.0001825404,0.0001852554,0.001358242,0.00004580742,0.00001396032,0.00875546],"genre_scores_gemma":[0.000009116763,0.9972137,0.0003598583,0.0001110806,0.0003320197,0.000698511,0.00003184719,0.00002385826,0.001220021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9677265,"threshold_uncertainty_score":0.6663502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149457826352776,"score_gpt":0.4558994533501041,"score_spread":0.3064416269973281,"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."}}