{"id":"W3133439427","doi":"10.1080/21642850.2021.1879650","title":"Information needs of people seeking fertility services in Canada: a mixed methods analysis","year":2021,"lang":"en","type":"article","venue":"Health Psychology and Behavioral Medicine","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Fertility; Psychology; Medicine; Environmental health; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.001002225,0.0001222506,0.0008361722,0.0005353553,0.00005785554,0.000001513364,0.00005643911,0.0001228743,0.00007072638],"category_scores_gemma":[0.0001291321,0.00009780464,0.0000337829,0.001951824,0.0001085121,0.00008199292,0.00003511268,0.0003281299,4.501712e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426757,"about_ca_system_score_gemma":0.0008088631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5801287,"about_ca_topic_score_gemma":0.6781631,"domain_scores_codex":[0.9983646,0.0002427183,0.0007585075,0.0001618096,0.0001669575,0.0003053985],"domain_scores_gemma":[0.9989147,0.00006959595,0.0002575666,0.0004001763,0.0001937718,0.0001642493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001787174,0.00009982868,0.8405455,0.0006430909,0.00003673054,0.00000770653,0.003062038,7.085329e-7,0.0003730743,0.00002909078,0.0001260835,0.1548975],"study_design_scores_gemma":[0.001144425,0.0004210391,0.983955,0.000117979,0.0001801567,0.00004960884,0.01245022,0.00004579124,0.0001946259,0.00006393406,0.00132018,0.00005706449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626721,0.003159879,0.0007185956,0.03273855,0.0002918478,0.000257096,0.000007365174,0.00002562928,0.0001290134],"genre_scores_gemma":[0.9918411,0.0006670364,0.00179031,0.005548825,0.00002392197,0.00002325587,0.00009240683,0.000004054079,0.000009077184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548404,"threshold_uncertainty_score":0.4226672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06350104875331423,"score_gpt":0.462166603200197,"score_spread":0.3986655544468828,"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."}}