{"id":"W1509495337","doi":"10.3747/co.22.2575","title":"The Organization of Colposcopy Services in Ontario: Recommended Framework","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Michael's Hospital; Barrie Urology Group; Cancer Care Ontario; McMaster University; Juravinski Hospital; Sunnybrook Health Science Centre; Juravinski Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Colposcopy; Medicine; Guideline; Grading (engineering); Competence (human resources); Quality management; Family medicine; Nursing; Gynecology; Cervical cancer; Medical physics; Service (business); Cancer; Pathology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0252955,0.002338413,0.002265245,0.007882577,0.005391769,0.006138039,0.009286271,0.008896147,0.007588373],"category_scores_gemma":[0.05431427,0.001789925,0.004161635,0.009159723,0.003159935,0.004059573,0.004421169,0.005816512,0.002471705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1066402,"about_ca_system_score_gemma":0.4256099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8928722,"about_ca_topic_score_gemma":0.9459903,"domain_scores_codex":[0.9701662,0.006337246,0.006216831,0.00128883,0.01239864,0.003592243],"domain_scores_gemma":[0.9132579,0.006201869,0.008613408,0.001194244,0.05954937,0.01118327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009795484,0.0003406627,0.01436529,0.01995462,0.0002295572,0.0004829003,0.002855164,0.002916544,0.0004771696,0.01684054,0.8052247,0.1362149],"study_design_scores_gemma":[0.0007813356,0.0003913183,0.0907979,0.08443315,0.0009086456,0.0004355187,0.004335518,0.002295722,0.000435363,0.007305871,0.8075503,0.0003294165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0101662,0.1237153,0.02126015,0.598438,0.01056989,0.03488439,0.04126977,0.001387315,0.158309],"genre_scores_gemma":[0.1124841,0.2026732,0.4228097,0.1218438,0.004144461,0.04487112,0.04482735,0.0004778214,0.04586848],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1071278,"threshold_uncertainty_score":0.7737325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692988850879669,"score_gpt":0.4632826401748156,"score_spread":0.2939837550868487,"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."}}