{"id":"W3011750598","doi":"10.1016/j.pec.2020.03.016","title":"Predictors of infertility-related concerns in a Canadian survey of men and women seeking fertility treatment","year":2020,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Fertility Centre; Mount Sinai Hospital; McGill University Health Centre; McGill University; University of Toronto; Montreal General Hospital; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Fertility; Infertility; Psychosocial; Distress; Fertility clinic; Medicine; Cross-sectional study; Demography; Educational attainment; Family medicine; Psychology; Clinical psychology; Population; Pregnancy; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008937995,0.0003192651,0.0004899008,0.001741252,0.003281055,0.001477438,0.001590036,0.001012983,0.003513116],"category_scores_gemma":[0.003735697,0.0005621208,0.001045493,0.004360831,0.0009407614,0.0005028661,0.00110648,0.001579186,0.0001896959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01288855,"about_ca_system_score_gemma":0.02176802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822176,"about_ca_topic_score_gemma":0.9895663,"domain_scores_codex":[0.9985337,0.000137435,0.00009356428,0.0001478348,0.0005118612,0.0005756086],"domain_scores_gemma":[0.9970754,0.0002512458,0.0007658213,0.00006350865,0.0007967566,0.001047275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003629662,0.00006112844,0.9973879,0.00001447557,0.00002933495,0.00005603205,0.0007549862,0.00002393151,0.00004364051,0.00005187765,0.0004739675,0.001066441],"study_design_scores_gemma":[0.000005564866,0.00002474698,0.9963499,0.00002765041,0.00001536269,0.00006852685,0.00286281,0.0001065931,0.00001347541,0.00001145301,0.0005040602,0.000009796925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926058,0.0007159496,0.00005964856,0.0008937583,0.00002224599,0.00007651317,0.001884331,0.000006009629,0.003735669],"genre_scores_gemma":[0.9977086,0.0005239677,0.0001179399,0.0003089058,0.00001095384,0.00001882141,0.0006871682,0.000003958938,0.0006198239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01778239,"threshold_uncertainty_score":0.09351343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197621693229188,"score_gpt":0.2978522417513119,"score_spread":0.26587602481902,"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."}}