{"id":"W2104355916","doi":"10.1503/cmaj.1031298","title":"Ovarian cancer screening","year":2004,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ovarian cancer; Stage (stratigraphy); Medicine; Cancer; Oncology; Population; Disease; Internal medicine; Survival rate; Gynecology; Biology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005220402,0.0007032918,0.001223492,0.002303033,0.0002906116,0.0004770005,0.000664611,0.0008907536,0.00663407],"category_scores_gemma":[0.001085018,0.000180662,0.0004184042,0.00215474,0.0002540176,0.0004250493,0.0004391043,0.0006669638,0.002160501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006365752,"about_ca_system_score_gemma":0.001227441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008521643,"about_ca_topic_score_gemma":0.01902125,"domain_scores_codex":[0.9997577,0.00005035945,0.00002111051,0.00003675662,0.0001071655,0.00002693044],"domain_scores_gemma":[0.9997224,0.0001045402,0.00003741233,0.00001001533,0.00009908304,0.00002655032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003934585,0.00006432515,0.0006224659,0.008358344,0.00006315472,0.0001923053,0.00003269441,0.00009779784,0.0004578799,0.0006593336,0.05222032,0.937192],"study_design_scores_gemma":[0.00005424553,0.0001270442,0.00817789,0.01079914,0.0001975155,0.00366292,0.00009871533,0.00005815746,0.0004449713,0.0007251448,0.9756388,0.00001537678],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003467436,0.9913685,0.0001304201,0.0005023421,0.0002742367,0.0000277395,0.0000860205,0.0000176363,0.007246313],"genre_scores_gemma":[0.00219198,0.9945913,0.0002064757,0.0003913613,0.0001415518,0.00001843254,0.0001125743,0.000001618091,0.002344794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008521643,"threshold_uncertainty_score":0.02219313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354539010897506,"score_gpt":0.3367989770328369,"score_spread":0.3032535869238618,"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."}}