{"id":"W4403591274","doi":"10.1016/j.fertnstert.2024.07.632","title":"DNA FRAGMENTATION ASSAYS FOR RECURRENT PREGNANCY LOSS: PRACTICE PATTERNS AMONG UROLOGISTS AND REPRODUCTIVE ENDOCRINOLOGISTS","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"DNA fragmentation; Pregnancy; Medicine; Fragmentation (computing); Gynecology; Genetics; Obstetrics; Biology; Andrology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005477129,0.0001979553,0.0003175115,0.004440569,0.0007669214,0.001160152,0.0006353932,0.001206586,0.002286709],"category_scores_gemma":[0.03954271,0.0003605548,0.00033604,0.002759494,0.0005381203,0.0009182465,0.001349397,0.0009043838,0.0004985024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009519287,"about_ca_system_score_gemma":0.001869173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004411682,"about_ca_topic_score_gemma":0.008306303,"domain_scores_codex":[0.9936514,0.002366791,0.001246737,0.0008575393,0.001416282,0.0004611513],"domain_scores_gemma":[0.9382692,0.03105224,0.01786933,0.001370778,0.007989435,0.003448956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346711,0.00007306596,0.9601814,0.0001258147,0.00004261762,0.0002391559,0.001562121,0.000071852,0.001118407,0.00008084934,0.001071975,0.03529821],"study_design_scores_gemma":[0.00003845221,0.000561624,0.9705387,0.0006755666,0.00009206207,0.007004307,0.009020784,0.001390332,0.001639868,0.000267808,0.008723804,0.00004662374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687857,0.01296773,0.003176954,0.00558848,0.00009712518,0.0001532184,0.0006534004,0.0001394229,0.008437899],"genre_scores_gemma":[0.9890616,0.00329927,0.004806871,0.001546593,0.00007193434,0.0001008434,0.000296289,0.00003175304,0.0007849141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005477129,"threshold_uncertainty_score":0.02896619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924072367798196,"score_gpt":0.3498258341665363,"score_spread":0.3005851104885544,"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."}}