{"id":"W2113976984","doi":"10.1093/humrep/der372","title":"Development of clinical priority access criteria for assisted reproduction and its evaluation on 1386 infertile couples in New Zealand","year":2011,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Reproduction; Gynecology; Medicine; Obstetrics; Biology; 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":[0.00399331,0.00033375,0.0004835314,0.001837742,0.0007326754,0.0005742109,0.0004888127,0.0003028778,0.001617565],"category_scores_gemma":[0.01005773,0.000334248,0.0004757926,0.001676305,0.0005258068,0.0003819555,0.001060967,0.0004443702,0.000257564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002986397,"about_ca_system_score_gemma":0.00379498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1388638,"about_ca_topic_score_gemma":0.1501214,"domain_scores_codex":[0.9981218,0.0004277292,0.0003743586,0.0001358251,0.0007506436,0.0001896038],"domain_scores_gemma":[0.9948775,0.0007658476,0.001663767,0.0001495984,0.001994082,0.0005491136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002321234,0.0002061072,0.9523693,0.0002131864,0.00002339564,0.0004009106,0.004724307,0.0001425528,0.000720346,0.00004391898,0.0006811668,0.0402426],"study_design_scores_gemma":[0.00005187867,0.0005333941,0.9950126,0.00006181543,0.00001317069,0.0003787724,0.002008166,0.0003737568,0.000224042,0.00002697582,0.001304502,0.00001100074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9970924,0.0002507581,0.0001739145,0.000080473,0.00000477817,0.0009009103,0.0004649301,0.000005983625,0.001025905],"genre_scores_gemma":[0.9951568,0.0004041936,0.002448881,0.0000607019,0.000007348213,0.0006801981,0.0007339456,0.000003648163,0.0005043224],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1388638,"threshold_uncertainty_score":0.2761109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5072892743908584,"score_gpt":0.5216847776542994,"score_spread":0.01439550326344108,"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."}}