{"id":"W3216151893","doi":"10.1016/j.fertnstert.2021.11.006","title":"Hope for predicting successful pregnancy in couples with recurrent losses?","year":2021,"lang":"en","type":"letter","venue":"Fertility and Sterility","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University; Institut National de Santé Publique du Québec; Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Pregnancy; Live birth; Medicine; Early Pregnancy Loss; Gestation; Gynecology; Fertility; Obstetrics; Hum; Abortion; Guideline; Population; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004550378,0.0006823858,0.001694854,0.001177276,0.002060663,0.002963887,0.001636823,0.02032348,0.003447047],"category_scores_gemma":[0.03546484,0.0007060173,0.0009260341,0.0004932464,0.00205448,0.003918339,0.001288738,0.02243603,0.002326275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752895,"about_ca_system_score_gemma":0.002346645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005639133,"about_ca_topic_score_gemma":0.006489822,"domain_scores_codex":[0.9967592,0.00172748,0.0004301398,0.0002281439,0.000504209,0.0003508478],"domain_scores_gemma":[0.9841181,0.01050432,0.0008511322,0.0004800885,0.002078417,0.001968025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004622109,0.0004733471,0.1402445,0.0003757512,0.0001454319,0.0426624,0.001090308,0.001242195,0.00103807,0.009596695,0.6449415,0.1577277],"study_design_scores_gemma":[0.000813177,0.00113814,0.06599736,0.004566813,0.0005346684,0.1667903,0.01169291,0.02222599,0.001843972,0.1420183,0.5817504,0.0006279501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004294253,0.004381903,0.0007783819,0.9772782,0.00939551,0.00001933488,0.00005548086,0.00003861582,0.003758342],"genre_scores_gemma":[0.1236812,0.009895818,0.005901117,0.6847402,0.1676656,0.0001457589,0.000172571,0.00004961393,0.007748188],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02032348,"threshold_uncertainty_score":0.02406502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950449383810916,"score_gpt":0.2562563301368574,"score_spread":0.2267518362987483,"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."}}