{"id":"W2154910915","doi":"10.1002/sim.2525","title":"Models for assisted conception data with embryo‐specific covariates","year":2006,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Covariate; Outcome (game theory); Random effects model; Embryo; Statistics; Computer science; Data set; Econometrics; Medicine; Mathematics; Biology; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02383314,0.00195507,0.004581328,0.002969403,0.001442083,0.00443808,0.007455871,0.00480934,0.009547506],"category_scores_gemma":[0.04598549,0.001906609,0.004149057,0.005223898,0.002538795,0.004485636,0.003325712,0.005706454,0.002275988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003504538,"about_ca_system_score_gemma":0.002684336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0240321,"about_ca_topic_score_gemma":0.02026211,"domain_scores_codex":[0.9881612,0.007667481,0.0005330302,0.002136556,0.0007657995,0.0007359668],"domain_scores_gemma":[0.933915,0.05401452,0.005824387,0.00318938,0.002156736,0.0009000642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008043213,0.0001971348,0.02316046,0.0005165147,0.001278996,0.001112832,0.001111426,0.6202296,0.0005665451,0.3202316,0.006779258,0.0240114],"study_design_scores_gemma":[0.0002510336,0.0001756446,0.005337569,0.00008642137,0.0001977792,0.0002598289,0.0001316835,0.8493093,0.000137293,0.1378789,0.0061411,0.00009337279],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1179626,0.002916948,0.8571197,0.00507643,0.0003344257,0.0008674066,0.0110149,0.001336952,0.003370623],"genre_scores_gemma":[0.7203043,0.004471545,0.2254775,0.001197811,0.0006733443,0.004257701,0.01605797,0.0004103079,0.02714951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0240321,"threshold_uncertainty_score":0.1260432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05828472769053113,"score_gpt":0.3360469262252699,"score_spread":0.2777621985347388,"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."}}