{"id":"W6939652023","doi":"10.6084/m9.figshare.c.6593500.v1","title":"Unwinding the tangle of adolescent pregnancy and socio-economic functioning: leveraging administrative data from Manitoba, Canada","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pregnancy; Fertility; National Longitudinal Surveys; Propensity score matching; Receipt; Cohort; Teenage pregnancy; Endogeneity; Adolescent health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005201101,0.0006355473,0.000990666,0.004777348,0.003546714,0.002678874,0.003065618,0.0004851875,0.002066338],"category_scores_gemma":[0.01574626,0.0006052866,0.001405962,0.01702071,0.001007952,0.0006527838,0.002226623,0.001210093,0.0004229003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03526153,"about_ca_system_score_gemma":0.08948339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985989,"about_ca_topic_score_gemma":0.9989746,"domain_scores_codex":[0.9950947,0.001053685,0.0005016298,0.0006955935,0.001605085,0.001049327],"domain_scores_gemma":[0.9772475,0.002261371,0.003215997,0.001742383,0.01338815,0.002144533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004058657,0.00002712499,0.9864359,0.0000901916,0.0003369231,0.00006198755,0.0005392826,0.0008251098,0.00004727535,0.0004371994,0.006438049,0.004720336],"study_design_scores_gemma":[0.00002361084,0.00001610898,0.9887469,0.0002777211,0.000201592,0.00004271675,0.001785485,0.002866769,0.000118785,0.0001685917,0.005715624,0.00003606832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854782,0.005016457,0.004079675,0.004608978,0.0001923267,0.0006073306,0.1215932,0.0001576856,0.008962323],"genre_scores_gemma":[0.9640728,0.00178937,0.003551604,0.0007443959,0.00004488745,0.0002191113,0.02735168,0.00004740584,0.002178736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03526153,"threshold_uncertainty_score":0.2558416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032314633833935,"score_gpt":0.2491798587845525,"score_spread":0.1459483954011589,"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."}}