{"id":"W4387868752","doi":"10.1101/2023.10.23.23297336","title":"Cruise Control Study: Simplification of IVF Monitoring in a Mixed Protocol Using a Novel Dosing Regimen","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Dosing; Regimen; Medicine; Ovarian hyperstimulation syndrome; Ovarian reserve; Population; In vitro fertilisation; Internal medicine; Gynecology; Pregnancy; Infertility; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006648941,0.0004751049,0.000902398,0.000607042,0.0003467084,0.0007119383,0.0009151541,0.0007728008,0.002326149],"category_scores_gemma":[0.01009513,0.0002638799,0.0008171378,0.0004872218,0.0005329585,0.0004777284,0.0006245831,0.0006282135,0.0002275631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005981965,"about_ca_system_score_gemma":0.001055832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025457,"about_ca_topic_score_gemma":0.001081753,"domain_scores_codex":[0.9918113,0.005554461,0.0006857078,0.0006018835,0.001189553,0.0001570982],"domain_scores_gemma":[0.9957078,0.001492191,0.001318522,0.0007621562,0.0003150417,0.0004043321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5694586,0.03526096,0.06829209,0.001746658,0.003195978,0.0004448768,0.0005202309,0.001896949,0.01769291,0.001157978,0.002159163,0.2981737],"study_design_scores_gemma":[0.2178229,0.569506,0.1850014,0.000300798,0.002492029,0.0008115726,0.0002304612,0.007075695,0.005142732,0.0004808537,0.01102352,0.0001120847],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740983,0.002747845,0.009212928,0.0003560718,0.0002773539,0.009993731,0.0003281567,0.0001083363,0.002877263],"genre_scores_gemma":[0.970951,0.0006346771,0.01555898,0.0005438892,0.0003803236,0.01019072,0.0004785472,0.00001772442,0.001244176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006648941,"threshold_uncertainty_score":0.0351634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134845856714077,"score_gpt":0.3734550756239955,"score_spread":0.2599704899525878,"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."}}