{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001268216,0.0001814714,0.0003589402,0.001671325,0.0004446126,0.0006760603,0.0007491815,0.0003387086,0.001826317],"category_scores_gemma":[0.004551793,0.0003931749,0.0008238319,0.003195598,0.0002617043,0.0005241595,0.0008424597,0.0006743771,0.0003088591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117431,"about_ca_system_score_gemma":0.001634866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1563131,"about_ca_topic_score_gemma":0.1521596,"domain_scores_codex":[0.9987703,0.0001559811,0.0002318172,0.0003991192,0.0002455621,0.0001972974],"domain_scores_gemma":[0.9963456,0.0004018348,0.001651454,0.0002613864,0.0009923849,0.0003473989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000540067,0.00001922248,0.9962897,0.0000757927,0.00015547,0.00003736496,0.0002491923,0.00008831436,0.000105177,0.00006612232,0.001262236,0.001597407],"study_design_scores_gemma":[0.000002670787,0.00003006467,0.9986289,0.00003045779,0.00004261396,0.00006537784,0.0002585337,0.0002928685,0.00002853492,0.00001668965,0.0005978641,0.000005514133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719918,0.0006052234,0.0002833307,0.0001914002,0.00001643023,0.00007047388,0.02570051,0.00002023984,0.001120541],"genre_scores_gemma":[0.9878424,0.0003692158,0.0002323045,0.0001195824,0.00000924772,0.00009859975,0.01084585,0.000009579751,0.0004731565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563131,"threshold_uncertainty_score":0.3108065,"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."}}