{"id":"W4402670093","doi":"10.1097/ogx.0000000000001318","title":"Role of Genetic Analysis of Products of Conception and PGT in Managing Early Pregnancy Loss","year":2024,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pregnancy; Products of conception; Obstetrics; Genetics; Abortion","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":[0.001452991,0.0004870753,0.0006169551,0.001519191,0.0003338003,0.0009031271,0.0004843747,0.0008155066,0.004515268],"category_scores_gemma":[0.007949015,0.0001570628,0.0003560936,0.0006696631,0.0003957119,0.0009729067,0.0003408533,0.001295741,0.0006956755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148081,"about_ca_system_score_gemma":0.0009137488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999796,"about_ca_topic_score_gemma":0.002717687,"domain_scores_codex":[0.9993126,0.0003130277,0.00007786677,0.00007059145,0.000181341,0.0000445577],"domain_scores_gemma":[0.9981345,0.001117881,0.0002122533,0.00006290011,0.0002281573,0.0002442743],"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":[0.001248427,0.0004425331,0.2700076,0.000465284,0.0002332697,0.01094581,0.0002845799,0.001525896,0.001852825,0.00130292,0.02004314,0.6916477],"study_design_scores_gemma":[0.0005472928,0.003859907,0.6986765,0.0112455,0.001245313,0.1246477,0.002622484,0.01202755,0.004031811,0.01344688,0.1273577,0.0002913498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3756865,0.4380324,0.01346111,0.0764394,0.004448582,0.0002969674,0.001125489,0.0005971178,0.08991243],"genre_scores_gemma":[0.8607827,0.1101951,0.01589414,0.004539569,0.003567849,0.000076181,0.000567369,0.00008423538,0.0042928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004515268,"threshold_uncertainty_score":0.01510507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613406407176688,"score_gpt":0.3010131844949414,"score_spread":0.2648791204231745,"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."}}