{"id":"W2096253221","doi":"10.1093/humrep/des190","title":"Childless Canadian men's and women's childbearing intentions, attitudes towards and willingness to use assisted human reproduction","year":2012,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Fertility; Demography; Reproduction; Fertility preservation; Assisted reproductive technology; Medicine; Gynecology; Psychology; Pregnancy; Infertility; Population; Biology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001358834,0.0002760804,0.0004031322,0.0005711768,0.000953201,0.000111194,0.00007799409,0.000166302,0.00002208572],"category_scores_gemma":[0.001027317,0.0002676061,0.00003822668,0.0004519816,0.0002364149,0.0004572096,0.0001155279,0.0003985913,0.00000794261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000470846,"about_ca_system_score_gemma":0.00008206474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457571,"about_ca_topic_score_gemma":0.001962528,"domain_scores_codex":[0.9971755,0.0000719626,0.0004227205,0.001323493,0.000309544,0.0006967613],"domain_scores_gemma":[0.9977608,0.000009133789,0.0001457786,0.00122689,0.0002826125,0.0005747266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154753,0.0003641049,0.8580499,0.0004193494,0.0001508871,0.000008518887,0.002823806,0.000004402879,0.05239114,0.003457319,0.0004763876,0.08173875],"study_design_scores_gemma":[0.0004020424,0.00030838,0.9822376,0.0001208946,0.0000634873,0.0004594867,0.000894185,8.657335e-7,0.004875958,0.0003238673,0.01004689,0.0002663113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924778,0.0008722398,0.00002240572,0.003707156,0.0004630116,0.001076961,0.000003945269,0.0003759029,0.001000584],"genre_scores_gemma":[0.9965,0.0001777252,0.0007754324,0.0001699732,0.001168275,0.0001638629,0.00004159859,0.00004847221,0.0009546182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241878,"threshold_uncertainty_score":0.9999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06356869835209925,"score_gpt":0.3305601818784268,"score_spread":0.2669914835263276,"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."}}