{"id":"W6925882575","doi":"10.20381/ruor-28846","title":"Perinatal and pediatric outcomes associated with the use of fertility treatment: a population-based retrospective cohort study in Ontario, Canada","year":2023,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Fertility; Premature birth; Cohort study; Pregnancy; Propensity score matching; Birth certificate; Incidence (geometry); Miscarriage; Live birth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008998244,0.000396832,0.0005549766,0.001281078,0.002054353,0.0009288126,0.001314537,0.000347334,0.001647424],"category_scores_gemma":[0.002087003,0.0004789787,0.0007928088,0.005139004,0.0006651458,0.0003115798,0.0007951917,0.0005792922,0.0001771035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01804033,"about_ca_system_score_gemma":0.02945151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986139,"about_ca_topic_score_gemma":0.9890637,"domain_scores_codex":[0.9985386,0.0001024373,0.0001459447,0.0003146822,0.0005103288,0.0003880078],"domain_scores_gemma":[0.997551,0.0001099148,0.000826532,0.0001457045,0.0009584569,0.0004084725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002357793,0.000009562188,0.9976431,0.00004680431,0.00007683937,0.00007413032,0.0002258419,0.00003632827,0.00006987549,0.00005220148,0.0009388627,0.0008028703],"study_design_scores_gemma":[0.000007735332,0.00001391942,0.9985101,0.00005361342,0.00005113833,0.0000847215,0.0003822747,0.0001160339,0.00002548256,0.00001538588,0.0007329456,0.000006483343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681276,0.002723421,0.0003883501,0.0005072574,0.00003199861,0.0001837579,0.02485104,0.000024797,0.00316174],"genre_scores_gemma":[0.9932098,0.001106175,0.0002945127,0.0001547818,0.00001189067,0.00006809137,0.004592158,0.000006712996,0.0005559148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01804033,"threshold_uncertainty_score":0.1308923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034337284470685,"score_gpt":0.1659487437453742,"score_spread":0.1556053709006673,"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."}}