{"id":"W4229922438","doi":"10.1038/labinvest.2012.36","title":"Gynecologic & Obstetrics","year":2012,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Obstetrics; Medicine; Gynecology","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":[0.0002413442,0.00009948071,0.0001360345,0.0001194597,0.00008941945,0.000004726513,0.00004872698,0.0002161448,0.0001146285],"category_scores_gemma":[0.002196281,0.00008609861,0.00002696451,0.0007348651,0.0002059609,0.0002128584,0.00002323042,0.0002518923,0.0004413691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009164465,"about_ca_system_score_gemma":0.00009495475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.989534e-7,"about_ca_topic_score_gemma":6.155779e-7,"domain_scores_codex":[0.9992649,0.00005806816,0.0001552547,0.0001763497,0.0001281024,0.0002173074],"domain_scores_gemma":[0.9991644,0.00007783901,0.00008344209,0.0003612959,0.0001732513,0.0001397608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006247201,0.00009848644,0.9536409,0.00004389136,0.00003094401,0.000004266169,0.0002832436,6.081335e-7,0.03093264,0.009626865,0.002992426,0.002339489],"study_design_scores_gemma":[0.0004937962,0.00007782583,0.8605459,0.00005141109,0.0001020288,0.00002426938,0.0001159892,0.000003354025,0.05305351,0.002535586,0.08282118,0.0001752123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909151,0.003277008,0.0001640925,0.001041755,0.0007675079,0.0002258861,0.000004246193,0.0003476554,0.00325674],"genre_scores_gemma":[0.992041,0.00002751816,0.005960362,0.0009941194,0.0001933561,0.00003181979,0.00003917117,0.00001344984,0.0006992412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09309505,"threshold_uncertainty_score":0.5673054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039648322952793,"score_gpt":0.2802189341783251,"score_spread":0.2405706112255321,"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."}}