{"id":"W2493301957","doi":"10.22074/ijfs.2016.4919","title":"Minimal Stimulation In Vitro Fertilization: A Better Outcome.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"In vitro fertilisation; Stimulation; Human fertilization; Outcome (game theory); Computer science; Medicine; Biology; Embryo; Internal medicine; Cell biology; Mathematics; Anatomy","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":[0.0001476601,0.00007542195,0.0001482732,0.0001412679,0.00002066258,0.000002533222,0.00004472223,0.0001126055,0.00004210677],"category_scores_gemma":[0.0003948072,0.00004804191,0.00003597928,0.0001773322,0.00007108549,0.00008506515,0.00002538175,0.00008653748,0.00002906697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007166667,"about_ca_system_score_gemma":0.000009951337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001171154,"about_ca_topic_score_gemma":0.00000119061,"domain_scores_codex":[0.9992369,0.00002195014,0.0001982032,0.0002426093,0.00009442689,0.0002059123],"domain_scores_gemma":[0.9995897,0.00003727409,0.00004322521,0.0002512311,0.00003750722,0.00004101505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002309445,0.00006668018,0.6298201,0.00001119593,0.00001330919,0.00001928655,0.00001380578,1.567584e-7,0.002292247,0.00006948436,0.00008080581,0.367382],"study_design_scores_gemma":[0.001426506,0.00001342342,0.9785005,0.00002017762,0.00002114328,0.000014711,0.000005751849,0.000007020431,0.01869204,0.0004701016,0.0007661245,0.00006246678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811544,0.0001944508,0.001115906,0.01374811,0.0001635748,0.0006679057,0.000001952286,0.0001408807,0.002812833],"genre_scores_gemma":[0.9965962,0.000003464991,0.0003783949,0.0002959122,0.00008262229,0.0005009532,0.000004338905,0.00001037912,0.002127705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3673195,"threshold_uncertainty_score":0.1959092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811067111301247,"score_gpt":0.2655629815836234,"score_spread":0.2274523104706109,"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."}}