{"id":"W4387032748","doi":"10.1002/jso.27461","title":"Evaluating equity of access and predictors of minimally invasive hysterectomy for endometrial and cervical cancer from 2000 to 2017 in Ontario, Canada: A population‐based cohort study","year":2023,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Hysterectomy; Cervical cancer; Population; Endometrial cancer; Retrospective cohort study; Odds ratio; Cohort; Confidence interval; Gynecology; Demography; Cancer; Surgery; Internal medicine; Environmental health","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":[0.00076861,0.0003118122,0.0003771333,0.001274891,0.001696482,0.001117158,0.001165052,0.0003985687,0.001555442],"category_scores_gemma":[0.002280151,0.0003884275,0.0006497837,0.004081149,0.0006552022,0.00044081,0.0009090538,0.0005991066,0.0001575387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01572433,"about_ca_system_score_gemma":0.01855931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97886,"about_ca_topic_score_gemma":0.9853036,"domain_scores_codex":[0.9988588,0.00007205275,0.00008829477,0.0002132205,0.0003971248,0.0003704753],"domain_scores_gemma":[0.9972776,0.0001293393,0.0009614428,0.000131543,0.0009530769,0.0005469992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000141545,0.000007622875,0.9989032,0.00001168345,0.00002422212,0.00001967812,0.0001567512,0.0000209787,0.00003269928,0.00001848701,0.0003242455,0.0004662969],"study_design_scores_gemma":[0.000003220184,0.00001004847,0.9990195,0.00001510153,0.00001485612,0.0000234622,0.0004070941,0.0001193189,0.00001465368,0.000009193444,0.0003599307,0.000003662379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888459,0.0005454156,0.0001100654,0.0003271306,0.00001136464,0.0000636763,0.008714748,0.000008126745,0.001373651],"genre_scores_gemma":[0.99704,0.0002693474,0.00008340611,0.00006897815,0.000006932169,0.00002472431,0.002173453,0.000002768435,0.0003304525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02113998,"threshold_uncertainty_score":0.1140885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499723398804921,"score_gpt":0.4379102446805996,"score_spread":0.2879379048001075,"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."}}