{"id":"W4404437056","doi":"10.2139/ssrn.5021707","title":"<span>Chronic Health-Related Student Absenteeism: School Social Workers’ Perspectives from an Urban Public School District in the Northern United States</span>","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Absenteeism; Span (engineering); School district; Public health; Psychology; Gerontology; Environmental health; Medical education; Medicine; Pedagogy; Nursing; Social psychology; Engineering; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006156406,0.0005239423,0.0005902071,0.0005978811,0.002460895,0.001678466,0.00178479,0.0003073759,0.0004972547],"category_scores_gemma":[0.0002501834,0.0004194284,0.0003638777,0.00329896,0.0004025437,0.001410076,0.00008491771,0.005871105,0.0002966191],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01241685,"about_ca_system_score_gemma":0.01453333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008475812,"about_ca_topic_score_gemma":0.275313,"domain_scores_codex":[0.9895138,0.002267402,0.001050258,0.0008745295,0.001803134,0.004490921],"domain_scores_gemma":[0.9978548,0.0002681094,0.000459689,0.0004355047,0.0003330683,0.0006488616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003588098,0.001423688,0.337027,0.00004050099,0.002275363,0.0003393326,0.4690236,0.0005810837,0.00008860561,0.1483277,0.01471503,0.02579943],"study_design_scores_gemma":[0.002816676,0.0008581112,0.1513371,0.0003705401,0.0001939829,0.00007091479,0.7172294,0.0007098187,0.000001214761,0.06794361,0.05722602,0.001242678],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022691,0.0587607,0.0004673197,0.03585644,0.0006356016,0.0007066373,0.00005913659,0.0002542616,0.0009907978],"genre_scores_gemma":[0.9797768,0.0156189,0.00001615368,0.0004397373,0.002401293,0.00005244674,0.0001289932,0.0000837389,0.001481913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668372,"threshold_uncertainty_score":0.9998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642603321369164,"score_gpt":0.3033818760098292,"score_spread":0.2869558427961376,"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."}}