{"id":"W2605681521","doi":"10.23889/ijpds.v1i1.143","title":"No Strings Attached: Evaluating an Unconditional Prenatal Income Supplement Using Linked Administrative Data","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Birth certificate; Medicine; Breastfeeding; Population; Low birth weight; Demography; Birth weight; Socioeconomic status; Disadvantaged; Prenatal care; Environmental health; Pregnancy; Pediatrics","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":[0.05349399,0.0007765101,0.0009628201,0.001963235,0.0007536368,0.002922427,0.002027818,0.001714008,0.009608309],"category_scores_gemma":[0.1404023,0.0003506395,0.002001839,0.002467901,0.0007369849,0.002558723,0.002069602,0.001208778,0.0008626596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775614,"about_ca_system_score_gemma":0.003407323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418571,"about_ca_topic_score_gemma":0.01143122,"domain_scores_codex":[0.9617418,0.03044997,0.001940032,0.002035346,0.003344858,0.0004880062],"domain_scores_gemma":[0.857463,0.114,0.01339716,0.006238425,0.0067564,0.00214503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03616471,0.007425955,0.6966288,0.003086289,0.006236041,0.0002263406,0.0004362442,0.02978561,0.0008483583,0.005896141,0.02171662,0.1915488],"study_design_scores_gemma":[0.01540755,0.05678947,0.6061501,0.002625818,0.01154886,0.0002794922,0.002394293,0.2545624,0.004577822,0.008250399,0.03698359,0.0004302563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120663,0.002446496,0.008710411,0.006104434,0.0007020367,0.005839632,0.05519649,0.0004024468,0.008531666],"genre_scores_gemma":[0.9464362,0.0005462142,0.02393707,0.001145253,0.0003500686,0.003864785,0.02203041,0.00004312598,0.001646933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05349399,"threshold_uncertainty_score":0.2829067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3117979300822062,"score_gpt":0.5367692809376124,"score_spread":0.2249713508554062,"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."}}