{"id":"W2591019796","doi":"10.1093/humrep/dex038","title":"Changes in practice make analysis of historical databases irrelevant for comparison between Natural and Stimulated IVF","year":2017,"lang":"en","type":"letter","venue":"Human Reproduction","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Natural (archaeology); Database; Information retrieval; Medicine; Computer science; History","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007762142,0.0003202432,0.00143514,0.00121657,0.0002136312,0.00001362507,0.0001644126,0.000629528,0.00001001137],"category_scores_gemma":[0.002630506,0.0002937058,0.0001685014,0.0004072355,0.0002942963,0.0001107931,0.0001079486,0.001818228,0.000001091164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502415,"about_ca_system_score_gemma":0.00004706511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003094685,"about_ca_topic_score_gemma":0.0001811436,"domain_scores_codex":[0.9971368,0.0001399654,0.0006079865,0.001507479,0.0003139253,0.0002938565],"domain_scores_gemma":[0.9962225,0.0002429277,0.001113354,0.001977087,0.0004124366,0.00003170154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001710489,0.001404081,0.3967775,0.004781566,0.01915241,0.0007318004,0.001239262,0.00002985464,0.006799047,0.0001632433,0.4524893,0.1147214],"study_design_scores_gemma":[0.001802307,0.0007992816,0.3246174,0.0008636454,0.02561814,0.000145283,0.0001074396,0.0001032782,0.003831915,0.0001211237,0.6413463,0.0006439438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.248045,0.02549195,0.0003788685,0.7186544,0.002553429,0.003831606,0.0002084601,0.0004179523,0.0004183351],"genre_scores_gemma":[0.962721,0.0003379964,0.00450147,0.004510369,0.007701403,0.0002271943,0.008267399,0.0001289092,0.0116042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7146761,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09947208859749918,"score_gpt":0.3867237918399101,"score_spread":0.2872517032424109,"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."}}