{"id":"W7083451500","doi":"10.5281/zenodo.17211419","title":"Paediatric Sleep Education Package - Swahili Version","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swahili; Sleep (system call); Sleep hygiene; Literacy; Pillar; Tanzania; Health literacy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002655277,0.0003818397,0.0009044359,0.0007644162,0.0006125613,0.0007654809,0.001025507,0.0005600794,0.2058977],"category_scores_gemma":[0.0113127,0.0004869486,0.0004607315,0.0009128159,0.0001873733,0.0009898796,0.001048804,0.001996815,0.0531972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126168,"about_ca_system_score_gemma":0.004357907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009278843,"about_ca_topic_score_gemma":0.02345472,"domain_scores_codex":[0.9991186,0.0002995185,0.0001178312,0.00006922328,0.0002692484,0.0001255362],"domain_scores_gemma":[0.9969929,0.0009488939,0.0002399106,0.0002310362,0.001278511,0.0003086633],"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":[0.0009190719,0.000719836,0.001671498,0.001287867,0.0000181037,0.00008451216,0.0004992082,0.0001128729,0.0003696088,0.001403516,0.7782643,0.2146497],"study_design_scores_gemma":[0.001390551,0.0007246311,0.03199403,0.001156954,0.00004629808,0.0002629796,0.0003195262,0.0003160133,0.0004031563,0.001802797,0.9615234,0.00005958862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05281009,0.005745036,0.01940583,0.01404188,0.002514366,0.07653716,0.3849994,0.0118944,0.4320519],"genre_scores_gemma":[0.1008399,0.01024827,0.1271214,0.01453255,0.0007903979,0.2008972,0.1718119,0.002657271,0.3711011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2058977,"threshold_uncertainty_score":0.6887963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536969792181736,"score_gpt":0.2626109971763247,"score_spread":0.2472412992545073,"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."}}