{"id":"W4213445160","doi":"10.1016/j.jogc.2022.01.019","title":"Evidence to Support Change of Clinical Pathway Following Colposcopy Treatment for Cervical Intraepithelial Neoplasia in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Cervical cancer; Incidence (geometry); Gynecology; Obstetrics; Population; Cancer; Oncology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008978736,0.0003361669,0.001173547,0.002496639,0.002261245,0.003508968,0.003542975,0.002004383,0.008725676],"category_scores_gemma":[0.1249043,0.0005661168,0.002463139,0.00641066,0.001957624,0.001150813,0.001990824,0.003379187,0.0003038322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05501183,"about_ca_system_score_gemma":0.1983628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661542,"about_ca_topic_score_gemma":0.981593,"domain_scores_codex":[0.9847675,0.004720187,0.002200277,0.001103941,0.00557685,0.001631212],"domain_scores_gemma":[0.8939345,0.03619402,0.01597294,0.001696185,0.04425186,0.007950431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006120178,0.0005536908,0.579971,0.04276407,0.007417584,0.0005268971,0.003015336,0.003729417,0.0003129608,0.00479147,0.06656294,0.2842344],"study_design_scores_gemma":[0.002759068,0.0007214977,0.8790816,0.0517102,0.01043094,0.000280656,0.004210591,0.001517814,0.0003243206,0.001320092,0.04750517,0.0001380701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2837525,0.4914252,0.001142274,0.1236472,0.004388072,0.001505554,0.01977465,0.0001252965,0.07423925],"genre_scores_gemma":[0.8936853,0.08534902,0.002538222,0.01272617,0.0004430909,0.0002513985,0.003529135,0.00003602837,0.001441724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05501183,"threshold_uncertainty_score":0.3991407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203189101349589,"score_gpt":0.3749307446221108,"score_spread":0.2546118344871519,"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."}}