{"id":"W3208980562","doi":"10.1101/2021.10.24.21265442","title":"Orang Asli Health and Lifeways Project (OA HeLP): Study Protocol","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental health; Disease; Geography; Indigenous; Gerontology; Medicine; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02207854,0.002612371,0.004026991,0.003689775,0.004316339,0.003598951,0.003729549,0.003605209,0.1326091],"category_scores_gemma":[0.01760319,0.003220945,0.002287866,0.003255532,0.001874233,0.003777069,0.002882446,0.003903765,0.03292937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004865971,"about_ca_system_score_gemma":0.02605833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205927,"about_ca_topic_score_gemma":0.01648832,"domain_scores_codex":[0.9924751,0.00323405,0.001770835,0.001010239,0.0006025104,0.0009072751],"domain_scores_gemma":[0.9866615,0.002506504,0.002063875,0.001708498,0.005054212,0.002005468],"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":[0.06606452,0.01908497,0.02535634,0.07784875,0.0007357347,0.00309708,0.01118073,0.003360512,0.002451056,0.01997791,0.6280947,0.1427476],"study_design_scores_gemma":[0.07829819,0.01251979,0.09396262,0.054033,0.0006080187,0.001134422,0.01775938,0.005129994,0.002631786,0.0222042,0.7109846,0.0007340711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002147739,0.0002445616,0.001580229,0.0004524579,0.0002300254,0.9783943,0.01408176,0.00008764934,0.002781276],"genre_scores_gemma":[0.00152491,0.0001329702,0.00116442,0.0002287178,0.00002668679,0.9952021,0.001151084,0.000006885286,0.0005622772],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1326091,"threshold_uncertainty_score":0.4436218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06432585794703242,"score_gpt":0.382112664311124,"score_spread":0.3177868063640915,"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."}}