{"id":"W2792115540","doi":"10.1016/s2468-2667(18)30028-8","title":"Premature mortality in single fathers","year":2018,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Research UK","keywords":"Single mothers; Single parent; Demography; Population; Scopus; Medicine; Geography; Pediatrics; Psychology; Political science; MEDLINE; Sociology; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007814393,0.0002339744,0.0008019758,0.0001043701,0.0007400391,0.0003029474,0.001183427,0.0007360096,0.0004690443],"category_scores_gemma":[0.0008061502,0.000162832,0.0001073305,0.0005055594,0.0004829017,0.0001899859,0.00008776137,0.002137512,0.00008781476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016458,"about_ca_system_score_gemma":0.003196672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06039265,"about_ca_topic_score_gemma":0.07580046,"domain_scores_codex":[0.9937556,0.00220887,0.000535301,0.0003947913,0.0008443727,0.002261114],"domain_scores_gemma":[0.9979967,0.0004806459,0.0003576474,0.0007966277,0.00009228902,0.000276028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001541266,0.0000202955,0.007832246,0.000400209,0.00001289042,0.000008513083,0.009553178,8.650394e-8,9.060641e-9,0.003217306,0.977861,0.001092756],"study_design_scores_gemma":[0.00014823,0.00002239926,0.02135361,0.0001292027,0.000002761718,7.872897e-7,0.001014341,0.000001853994,3.842887e-8,0.001387359,0.9757756,0.0001637972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003354518,0.0006586256,0.000008636121,0.94908,0.001502355,0.0007111286,0.00008520104,0.0001468068,0.0444527],"genre_scores_gemma":[0.005095427,0.0007282755,0.00006743818,0.9673784,0.021857,0.00005340715,0.00008388861,0.00003397297,0.004702136],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03975057,"threshold_uncertainty_score":0.9458643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1973928289642479,"score_gpt":0.4072642633502879,"score_spread":0.20987143438604,"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."}}