{"id":"W96993123","doi":"10.1016/j.fertnstert.2015.01.012","title":"Introduction","year":2015,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Agonist; Ovarian hyperstimulation syndrome; Luteolysis; Andrology; Embryo transfer; Luteal phase; Follicular phase; Medicine; Biology; Endocrinology; Internal medicine; Embryo; In vitro fertilisation; Receptor; Cell biology","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":[0.0008499296,0.00009705773,0.0002225202,0.00002161415,0.00005618394,0.000008503477,0.00003130493,0.00009884402,0.0001093327],"category_scores_gemma":[0.0006098868,0.00007579645,0.00003991854,0.00007654656,0.0002832558,0.0001052584,0.00004922853,0.0001469608,0.00003624157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004719934,"about_ca_system_score_gemma":0.00005486897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004008419,"about_ca_topic_score_gemma":0.000008520481,"domain_scores_codex":[0.9990034,0.0001167055,0.0001855293,0.0004448366,0.0001031141,0.0001464124],"domain_scores_gemma":[0.9991276,0.00001353123,0.00002651418,0.00047342,0.0001592015,0.0001997393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4571393,0.0007580591,0.4919185,0.0002114409,0.00008608501,0.00001069255,0.001072142,4.540051e-7,0.005396377,0.00004375408,0.003867904,0.03949522],"study_design_scores_gemma":[0.0004724348,0.0002487802,0.9734538,0.000002761626,0.0000215246,0.00002430893,0.00009613545,0.00003994542,0.001626224,0.001764209,0.02218837,0.00006157107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917388,0.0003907494,0.0002563503,0.004281121,0.0003370959,0.0002219428,0.000005288626,0.00007475646,0.002693918],"genre_scores_gemma":[0.9985754,0.000003722501,0.0002364422,0.0001838566,0.0002689835,0.000008380482,0.00001999706,0.000003440779,0.0006997687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4815352,"threshold_uncertainty_score":0.3090889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054339460987099,"score_gpt":0.2935630199705727,"score_spread":0.2430196253607017,"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."}}