{"id":"W4367018872","doi":"10.9778/cmajo.20220073","title":"Assisted human reproduction and pregnancy outcomes in Alberta, 2009–2018: a population-based study","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Reproduction; Human reproduction; Pregnancy; Population; Obstetrics; Geography; Demography; Medicine; Biology; Sociology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006030739,0.0003670839,0.0002937921,0.001397574,0.001388386,0.0009677846,0.001296767,0.0004123354,0.001214089],"category_scores_gemma":[0.001425106,0.0003896302,0.000393785,0.004495308,0.0005720549,0.0003130378,0.0006179167,0.0005935028,0.0001979847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01304822,"about_ca_system_score_gemma":0.01251294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718322,"about_ca_topic_score_gemma":0.9788208,"domain_scores_codex":[0.9993611,0.00004111488,0.00004277017,0.0001023553,0.000299968,0.0001527316],"domain_scores_gemma":[0.9989158,0.00007453196,0.000316291,0.00006166084,0.0003576975,0.0002740935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005111678,0.00002926485,0.9969202,0.00002158787,0.00003846762,0.00009044336,0.0002304668,0.00007036861,0.00008844191,0.00003758014,0.0008233796,0.001598719],"study_design_scores_gemma":[0.00001092307,0.00001787536,0.9987893,0.00002206839,0.00002545245,0.00008268447,0.0003912741,0.0001350945,0.00002346134,0.00001128622,0.0004863528,0.000004191338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860085,0.001053494,0.0001521771,0.0002403434,0.0000200706,0.00007826411,0.01009309,0.00002097614,0.002333057],"genre_scores_gemma":[0.9926251,0.0009054097,0.0002421317,0.0001985841,0.00002081905,0.00003930847,0.005024146,0.000006389348,0.0009380988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816778,"threshold_uncertainty_score":0.09467196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09179883905757026,"score_gpt":0.3997497091200495,"score_spread":0.3079508700624793,"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."}}