{"id":"W2911023038","doi":"10.1136/bmjopen-2018-023558","title":"Development and validation protocol for an instrument to measure household water insecurity across cultures and ecologies: the Household Water InSecurity Experiences (HWISE) Scale","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Division of Behavioral and Cognitive Sciences; National Institute of Mental Health; National Institute of Environmental Health Sciences; Innovative Methods and Metrics for Agriculture and Nutrition Actions","keywords":"Scale (ratio); Medicine; Discriminant validity; Public health; Environmental health; Protocol (science); Content validity; Face validity; Psychometrics; Nursing; Geography; Clinical psychology","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001101976,0.000247886,0.0002845335,0.00004301696,0.0006401619,0.001267639,0.0005544354,0.000124752,0.0000339955],"category_scores_gemma":[0.00002048986,0.0001266394,0.00003522877,0.00006035825,0.0000937873,0.0009339416,0.0007292982,0.0001275527,0.00001094274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007108388,"about_ca_system_score_gemma":0.00002195892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000179975,"about_ca_topic_score_gemma":0.0004925663,"domain_scores_codex":[0.9981567,0.000149661,0.0003977553,0.0005497171,0.000299092,0.0004471242],"domain_scores_gemma":[0.9993112,0.00002729198,0.0000737672,0.000378109,0.0000733687,0.0001362594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008800031,0.001299457,0.096069,0.001357131,0.00008738095,0.000004035502,0.8521761,0.00005292604,0.01695581,0.00006203086,0.01311252,0.01002359],"study_design_scores_gemma":[0.004781592,0.0005664551,0.03116952,0.0002240523,0.00001200755,0.00001690529,0.01166755,0.00002193301,0.847765,0.000532962,0.1027026,0.0005393608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8223203,0.000001764845,0.00000795939,0.003004383,0.0001663549,0.1743136,0.00002721255,0.00006255256,0.00009577876],"genre_scores_gemma":[0.7650778,3.374758e-7,0.0006571881,0.001170297,0.00007527388,0.2329124,0.0000342315,0.00002213202,0.0000503454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8405085,"threshold_uncertainty_score":0.9997692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541676303767862,"score_gpt":0.404596386767574,"score_spread":0.2504287563907879,"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."}}