{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00281146,0.0005045624,0.001917894,0.002939816,0.0004957913,0.001228442,0.0009381326,0.001779993,0.01135732],"category_scores_gemma":[0.02252003,0.0003566484,0.001742429,0.002899778,0.0006096939,0.00133061,0.0008163004,0.001465217,0.00164238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382694,"about_ca_system_score_gemma":0.005061598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007126093,"about_ca_topic_score_gemma":0.009681553,"domain_scores_codex":[0.9959562,0.001646622,0.0008533748,0.0002608267,0.001147166,0.0001356997],"domain_scores_gemma":[0.9955379,0.002487685,0.001014222,0.00009138965,0.0007605792,0.0001083146],"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":[0.0002318456,0.0000843421,0.001579869,0.2264443,0.0007874849,0.0002375079,0.0002745597,0.0002911847,0.0003458257,0.003332229,0.06379309,0.7025977],"study_design_scores_gemma":[0.0004953909,0.0004075845,0.01391223,0.4194102,0.002648875,0.00258496,0.0005603728,0.0001557065,0.0005294295,0.004779511,0.5544506,0.00006513948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003156988,0.9921731,0.000161502,0.002879644,0.0004773153,0.0001281742,0.0002075126,0.000005970031,0.003651139],"genre_scores_gemma":[0.008487032,0.9862399,0.0009389626,0.002242974,0.0009836269,0.0002316944,0.0002860515,0.000003875495,0.0005858912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01135732,"threshold_uncertainty_score":0.03799409,"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."}}