{"id":"W4232698704","doi":"10.33552/wjgwh.2021.05.000606","title":"Outpatient Hysteroscopy for the Management of Intrauterine Disorders: Feasibility, Effectiveness and Safety For 3000 Cases","year":2021,"lang":"en","type":"article","venue":"World Journal of Gynecology & Womens Health","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hysteroscopy; Medicine; Observational study; Retrospective cohort study; Psychological intervention; Tertiary care; Outpatient clinic; Patient safety; Emergency medicine; Obstetrics; Surgery; Health care; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001326469,0.0002339613,0.0003369549,0.0009529787,0.0003812188,0.0004213853,0.0003497524,0.0003981994,0.001044608],"category_scores_gemma":[0.008370513,0.0002707322,0.0003169064,0.000532598,0.000422558,0.0004156102,0.000323278,0.0003081615,0.0001855351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006760001,"about_ca_system_score_gemma":0.0007636783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340704,"about_ca_topic_score_gemma":0.003155345,"domain_scores_codex":[0.9990047,0.0003701827,0.0001333117,0.000135209,0.0002520045,0.0001047341],"domain_scores_gemma":[0.9924328,0.002810088,0.003308347,0.0003877069,0.000458136,0.0006029713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009103469,0.0002850349,0.9925889,0.00003471998,0.00001766128,0.0002928701,0.000116155,0.00003355603,0.000386041,0.00001301956,0.0001214761,0.00520015],"study_design_scores_gemma":[0.0001333268,0.001873068,0.9941948,0.00002774345,0.00003377912,0.002144403,0.0003553967,0.0004214791,0.000485299,0.00001627484,0.0003041884,0.00001018886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994256,0.0001649846,0.00006981847,0.00001372193,0.000001984047,0.00003123074,0.0001110016,0.000003138386,0.0001784563],"genre_scores_gemma":[0.9991778,0.0001661667,0.0003342451,0.00001950334,0.00001677994,0.00003474238,0.0002049554,0.000002363417,0.0000435199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002340704,"threshold_uncertainty_score":0.007015109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363825753284425,"score_gpt":0.3577057326016118,"score_spread":0.3240674750687675,"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."}}