{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00413664,0.0001554368,0.0004422189,0.0002977512,0.0001175438,0.00001315215,0.00007804299,0.0001755125,0.00004454876],"category_scores_gemma":[0.004111143,0.0001402565,0.00004980397,0.0002547731,0.00008080937,0.0002040946,0.00005263495,0.0002251522,0.000002674003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046075,"about_ca_system_score_gemma":0.0004047389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008785115,"about_ca_topic_score_gemma":0.0001029273,"domain_scores_codex":[0.9972647,0.0001001984,0.001005286,0.00113217,0.0002939564,0.0002036583],"domain_scores_gemma":[0.9981698,0.00003139114,0.0004316848,0.0007562057,0.0005297381,0.00008119596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003542165,0.00127121,0.2110397,0.000694878,0.00007867739,0.000001907875,0.002133872,0.000002596654,0.02935281,0.000627385,0.001330542,0.7499242],"study_design_scores_gemma":[0.001790572,0.0006124649,0.9160986,0.000135049,0.00006096707,0.00001729062,0.0001038365,0.00006023119,0.07508532,0.001976274,0.003939655,0.0001197584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955045,0.0005245492,0.00005072652,0.0007486814,0.000649307,0.002124824,0.000001391697,0.0001110157,0.0002850317],"genre_scores_gemma":[0.9936891,0.0001059764,0.00478343,0.0000201218,0.0005886516,0.0001379157,0.00004854449,0.00001868062,0.0006076138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7498045,"threshold_uncertainty_score":0.5719495,"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."}}