{"id":"W4415938268","doi":"10.1111/ajo.70070","title":"Trends in the Use and Indications for Intracytoplasmic Sperm Injection Between 2005 and 2017: A State‐Wide Descriptive Cohort Analysis","year":2025,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Obstetrics and Gynaecology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"National Health and Medical Research Council; Medical Research Council; Mercy Foundation; Ferring; Australian Government","keywords":"Intracytoplasmic sperm injection; Cohort study; Cohort; Retrospective cohort study; Descriptive research; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0003247201,0.00009837163,0.0003295776,0.001050103,0.00008312119,0.00006546488,0.00002971774,0.0001069714,0.0000200656],"category_scores_gemma":[0.0007587927,0.00006738601,0.00004743915,0.0006314772,0.00008321346,0.0001211951,0.00001259066,0.0002123066,8.471554e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005308397,"about_ca_system_score_gemma":0.00006578158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001343214,"about_ca_topic_score_gemma":0.0001669631,"domain_scores_codex":[0.9992602,0.00005045881,0.0003150069,0.000144682,0.00007635989,0.0001532282],"domain_scores_gemma":[0.998301,0.001272123,0.0001582246,0.00006682688,0.00007560512,0.0001261796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003551146,0.00004385302,0.9514575,0.0000115778,0.0003715463,0.00003026644,0.0004343684,0.000005586248,0.000009235118,0.00004662687,0.00389049,0.04366342],"study_design_scores_gemma":[0.002461809,0.000659436,0.9865835,0.000008960521,0.001547761,0.0001200336,0.0002859787,0.00006862105,0.0000128403,0.0004325771,0.007759419,0.00005908137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958179,0.0006519213,0.0003640883,0.00272755,0.000219957,0.0001639976,0.0000192924,0.000002630265,0.00003267412],"genre_scores_gemma":[0.9964798,0.001161425,0.0003292427,0.0001935199,0.00003041613,0.000003143137,0.00002283269,0.00000372006,0.00177588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04360433,"threshold_uncertainty_score":0.2747922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05178026276690109,"score_gpt":0.3023936306703155,"score_spread":0.2506133679034144,"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."}}