{"id":"W3143312877","doi":"10.1016/j.rbmo.2021.03.019","title":"Patient burden and healthcare resource utilization of regimens for ovarian stimulation","year":2021,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Ovarian function and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Merck","keywords":"Stimulation; Medicine; Health care; Intensive care medicine; Internal medicine; Economic growth; Economics","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":[0.0005356419,0.00007995874,0.000252255,0.0005503108,0.0002809865,0.0007243182,0.0002556608,0.0003645484,0.008220011],"category_scores_gemma":[0.008437963,0.0001098131,0.0006518367,0.001699895,0.000158828,0.0006746375,0.0007035103,0.0008149713,0.0003916427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005934626,"about_ca_system_score_gemma":0.0008768026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509152,"about_ca_topic_score_gemma":0.005906327,"domain_scores_codex":[0.9990439,0.000387467,0.0001198708,0.00007679946,0.0001786517,0.0001932387],"domain_scores_gemma":[0.9964305,0.001134999,0.001691863,0.0001283595,0.0001955435,0.0004188724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005764081,0.000151394,0.9402491,0.0001590226,0.0003411234,0.0001588769,0.0001369199,0.0004500569,0.0001686086,0.0009976729,0.006372493,0.05023836],"study_design_scores_gemma":[0.00004115132,0.0001539922,0.9923257,0.0001935402,0.00009831056,0.0005020844,0.0006833458,0.0009103811,0.00007029511,0.0006403752,0.004370573,0.00001022071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597828,0.007444567,0.0003136178,0.009008752,0.0001082875,0.00005711225,0.008263568,0.00002248531,0.01499882],"genre_scores_gemma":[0.9941217,0.002184213,0.0001902238,0.0007524113,0.0001065972,0.00002786213,0.002086956,0.00000693446,0.0005232735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008220011,"threshold_uncertainty_score":0.02749872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462114568191936,"score_gpt":0.3303570884734354,"score_spread":0.285735942791516,"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."}}