{"id":"W4210325080","doi":"10.1111/bioe.13003","title":"Patients' preferences for distributing limited government‐funded IVF cycles","year":2022,"lang":"en","type":"article","venue":"Bioethics","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Sunnybrook Hospital; Mount Sinai Hospital; Sinai Health System; Public Health Ontario; University of Toronto","funders":"","keywords":"Fertility clinic; Respondent; Family medicine; Fertility; Government (linguistics); Medicine; Gynecology; Demography; Political science; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004078895,0.00009497627,0.0001628224,0.00002860852,0.0003708162,0.00001096677,0.0001151846,0.00009117901,0.00003115293],"category_scores_gemma":[0.001940806,0.000081415,0.00005508677,0.0001720935,0.0001681499,0.00002873168,0.0001584756,0.0004076468,0.000002853545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927945,"about_ca_system_score_gemma":0.00009194628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004286618,"about_ca_topic_score_gemma":0.00000724997,"domain_scores_codex":[0.9987694,0.00004110178,0.0002020607,0.0002952482,0.0004365639,0.000255604],"domain_scores_gemma":[0.9992093,0.0002247706,0.000120228,0.0002802165,0.0001095471,0.00005586597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001171263,0.0009769144,0.8471035,0.0006859211,0.0001091337,0.000005397944,0.0006239985,0.000007429675,0.001014569,0.03186967,0.007150884,0.1092814],"study_design_scores_gemma":[0.005823736,0.007378026,0.4103941,0.0001265618,0.0002313415,0.00001652097,0.0146656,0.0002876944,0.047442,0.02668575,0.4862389,0.0007098234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880386,0.0003497968,0.0004115929,0.008247484,0.0003799784,0.0009552331,0.0003900389,0.0002351845,0.0009920808],"genre_scores_gemma":[0.9974957,0.00006725546,0.001334686,0.0004488507,0.0000728907,0.0001815961,0.0001737071,0.0000120349,0.0002132934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.479088,"threshold_uncertainty_score":0.3320008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178770972780002,"score_gpt":0.3591383509346355,"score_spread":0.2412612536566353,"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."}}