{"id":"W2964070597","doi":"10.1016/j.fertnstert.2019.06.034","title":"Reproductive surgery: decreasing skills and advancing technology—an existential conundrum","year":2019,"lang":"en","type":"review","venue":"Fertility and Sterility","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Assisted reproductive technology; Infertility; Intervention (counseling); Fertility preservation; Reproductive medicine; Medicine; General surgery; Perspective (graphical); Transplantation; Fertility; Intensive care medicine; Psychology; Surgery; Pregnancy; Nursing; Computer science","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":[0.008796691,0.0006923407,0.001035938,0.002011302,0.002646718,0.007061822,0.001382265,0.004913748,0.005237513],"category_scores_gemma":[0.01606884,0.0003430044,0.0008594372,0.001708458,0.01091062,0.01432241,0.004628454,0.009073475,0.00137651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002672987,"about_ca_system_score_gemma":0.008083592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180585,"about_ca_topic_score_gemma":0.003644484,"domain_scores_codex":[0.9935688,0.003154581,0.0005555613,0.0004795922,0.001821503,0.000419934],"domain_scores_gemma":[0.9821259,0.01334465,0.001053627,0.0005790313,0.001842625,0.001054235],"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":[0.00007859497,0.0001234895,0.001919686,0.01372279,0.0001577834,0.001104013,0.0105527,0.0004941991,0.00100648,0.1602951,0.1801966,0.6303486],"study_design_scores_gemma":[0.00001298503,0.0001362108,0.001416744,0.01143431,0.00005769558,0.002923095,0.007784377,0.0001360237,0.0002922708,0.05242396,0.9233094,0.00007274823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00158615,0.7332267,0.001800498,0.2434486,0.00991377,0.00001484014,0.00003723814,0.00005143738,0.00992073],"genre_scores_gemma":[0.03230266,0.8600647,0.003905648,0.0862292,0.01365244,0.00005334826,0.00004748016,0.00006170826,0.003682763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008796691,"threshold_uncertainty_score":0.0465219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06969542900607827,"score_gpt":0.3643804847117077,"score_spread":0.2946850557056294,"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."}}