{"id":"W3106584911","doi":"10.1080/14647273.2020.1851399","title":"Hysteroscopy and female infertility: a fresh look to a busy corner","year":2020,"lang":"en","type":"review","venue":"Human Fertility","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Surgical Specialties (Canada)","funders":"","keywords":"Hysteroscopy; Medicine; Infertility; Adenomyosis; Endometritis; Endometriosis; Uterine cavity; Endometrial Polyp; Gynecology; Obstetrics; Female infertility; Endometrial hyperplasia; Uterus; Endometrium; Pregnancy; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001407794,0.0004943638,0.002150219,0.0001057799,0.0001791421,0.00006248787,0.0001382663,0.00031208,0.001235995],"category_scores_gemma":[0.0002325542,0.0003487503,0.0003758697,0.0002442595,0.000140206,0.00004644118,0.0002451594,0.000435029,0.0005145796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144369,"about_ca_system_score_gemma":0.0001522787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004675276,"about_ca_topic_score_gemma":0.00007835867,"domain_scores_codex":[0.9977394,0.0001592205,0.000641883,0.0008846572,0.0002212956,0.0003535848],"domain_scores_gemma":[0.9983855,0.0001220086,0.0001314224,0.0007017931,0.00007937913,0.0005798609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001503739,0.002149286,0.03783158,0.04165423,0.00126006,0.0008318541,0.0003134276,2.520948e-8,0.00001286313,0.0002101182,0.00191259,0.9136736],"study_design_scores_gemma":[0.001067822,0.001281005,0.2867128,0.004839159,0.002292773,0.00001757466,0.00003398885,9.317081e-7,0.000003978314,0.0003834046,0.7029144,0.0004521753],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07010226,0.9242505,0.00001788206,0.00007243105,0.00008087166,0.002640523,0.0002395018,0.0001549747,0.00244106],"genre_scores_gemma":[0.47114,0.5202162,0.0005469685,0.001697952,0.0001503079,0.001768204,0.001322278,0.0001572248,0.003000855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9132214,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125023225234517,"score_gpt":0.3940489298957842,"score_spread":0.2690257046612672,"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."}}