{"id":"W4323074876","doi":"10.1186/s12884-023-05443-6","title":"Unwinding the tangle of adolescent pregnancy and socio-economic functioning: leveraging administrative data from Manitoba, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Medicine; Fertility; Abortion; Demography; Live birth; Propensity score matching; Obstetrics; Population; 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":[0.005155229,0.0005788978,0.0008898799,0.004268366,0.00355762,0.002396186,0.002727621,0.0004497896,0.001693181],"category_scores_gemma":[0.01408441,0.0005751167,0.001186802,0.01480754,0.0009552426,0.0006186565,0.002195917,0.00115361,0.0003677943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0400825,"about_ca_system_score_gemma":0.09821798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988187,"about_ca_topic_score_gemma":0.9992022,"domain_scores_codex":[0.9958974,0.0008158366,0.0003917495,0.0005269892,0.001472829,0.0008951253],"domain_scores_gemma":[0.9808553,0.001845913,0.002694755,0.001353423,0.01139513,0.001855488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004297775,0.0000273514,0.9853049,0.00008780112,0.0002603084,0.00006727382,0.0006675539,0.0008490465,0.00005279577,0.000462652,0.006730517,0.005446787],"study_design_scores_gemma":[0.00002147614,0.00001609105,0.9893413,0.000253033,0.0001670153,0.00004432226,0.001764904,0.00246056,0.0001084734,0.0001638929,0.005626381,0.00003250513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872021,0.004950524,0.004067299,0.004761808,0.0001683789,0.0006399935,0.1039133,0.0001410145,0.009336624],"genre_scores_gemma":[0.9643352,0.002143772,0.004052861,0.0007947453,0.00003799358,0.0002189894,0.02605388,0.00004796631,0.002314545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0400825,"threshold_uncertainty_score":0.2908202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2388297370436186,"score_gpt":0.3851172129627917,"score_spread":0.1462874759191731,"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."}}