{"id":"W4390940302","doi":"10.1080/07399332.2024.2304110","title":"The knowledge domain and emerging trends in the infertility field: A 67-year retrospective study","year":2024,"lang":"en","type":"article","venue":"Health Care For Women International","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infertility; Endometriosis; Fertility; Gynecology; Medicine; Polycystic ovary; Female infertility; Childlessness; Male infertility; Assisted reproductive technology; Obstetrics; Population; Pregnancy; Biology; Obesity; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000920665,0.00008421134,0.0001438669,0.0001900827,0.0002041306,0.00004542334,0.0001204993,0.00003741025,0.00002102914],"category_scores_gemma":[0.0003292103,0.00004805685,0.00003518386,0.0002615383,0.00005287543,0.0000465621,0.00005062576,0.0002847213,0.000002443498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005978675,"about_ca_system_score_gemma":0.0001666036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000884592,"about_ca_topic_score_gemma":0.000534947,"domain_scores_codex":[0.9989628,0.00006188765,0.0002447584,0.0002909281,0.0001889184,0.0002507715],"domain_scores_gemma":[0.9993885,0.0002026485,0.00003751272,0.0002120325,0.0001144987,0.00004476218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001054668,0.0003790292,0.3383188,0.0006401739,0.0001731662,0.00002220235,0.1874261,3.788963e-7,0.000006896792,0.05151347,0.01164801,0.4088171],"study_design_scores_gemma":[0.0008922233,0.001587268,0.6768238,0.00006354395,0.000004696456,0.00001491489,0.07969704,0.00004266196,0.000004860402,0.007712661,0.2330969,0.0000594189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263198,0.004945909,0.00004470037,0.06005361,0.0008589974,0.001111074,0.00002926347,0.0000927545,0.00654391],"genre_scores_gemma":[0.9979649,0.0001136415,0.00006298644,0.0004026238,0.0002280821,0.0006386414,0.00001112936,0.00000808503,0.0005699598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087577,"threshold_uncertainty_score":0.1959701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889449234936652,"score_gpt":0.3972162631687244,"score_spread":0.3783217708193579,"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."}}