{"id":"W4403594501","doi":"10.1016/j.fertnstert.2024.07.678","title":"ULTRAFAST WARMING OF CONVENTIONALLY VITRIFIED HUMAN METAPHASE II OOCYTES: A PILOT STUDY","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; CReATe Fertility Centre","funders":"","keywords":"Vitrification; Metaphase; Andrology; Ultrashort pulse; Environmental science; Biology; Medicine; Optics; Physics; Genetics; Chromosome","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":[0.000991325,0.0003932345,0.0005964286,0.0001624467,0.000477579,0.0002747993,0.0006093253,0.0004170293,0.003904372],"category_scores_gemma":[0.0006050164,0.0001345856,0.0005122957,0.0001535091,0.0008161767,0.0003951466,0.0004149966,0.0007106467,0.0002493302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089741,"about_ca_system_score_gemma":0.0005335243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742827,"about_ca_topic_score_gemma":0.001318698,"domain_scores_codex":[0.9997299,0.00008233762,0.000009673984,0.00005221837,0.00004305126,0.00008281177],"domain_scores_gemma":[0.9995793,0.0002447119,0.00003164124,0.00007396049,0.00002568868,0.00004468676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01674196,0.006726267,0.003108562,0.0002710409,0.00007477055,0.0003107229,0.0008100604,0.0007187209,0.9493241,0.0002605068,0.000183869,0.02146927],"study_design_scores_gemma":[0.005717764,0.3745526,0.07787886,0.00005939393,0.0005866276,0.001464517,0.001598665,0.002960649,0.5299126,0.000422331,0.004772486,0.00007347704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973902,0.0003308831,0.001354769,0.00001922658,0.00001955972,0.000273031,0.00004725088,0.00001775589,0.0005473138],"genre_scores_gemma":[0.9966569,0.0003493481,0.001663437,0.00004072328,0.00004304576,0.0002316815,0.000119862,0.00001886234,0.0008761508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003904372,"threshold_uncertainty_score":0.0130614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518243921670602,"score_gpt":0.3428103473808425,"score_spread":0.2676279081641365,"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."}}