{"id":"W4281686514","doi":"10.1136/bmjinnov-2021-000914","title":"Emulating value-chains of fast-moving consumer goods to improve uptake of co-packaged ORS and zinc for childhood diarrhoea: evaluation of the ColaLife trial","year":2022,"lang":"en","type":"article","venue":"BMJ Innovations","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson; Grand Challenges Canada; Department for International Development, UK Government","keywords":"Medicine; Observational study; Zinc; Intervention (counseling); Randomized controlled trial; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002029001,0.0001207304,0.000289792,0.0002546394,0.0004003697,0.0000202868,0.0001733611,0.00004749901,0.00004018434],"category_scores_gemma":[0.001705924,0.0001085338,0.00009955918,0.0009813051,0.00007814595,0.0000997244,0.0001088613,0.0001484482,1.689739e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008061381,"about_ca_system_score_gemma":0.0001398352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000639089,"about_ca_topic_score_gemma":0.00002143547,"domain_scores_codex":[0.9978967,0.0002632545,0.00092419,0.0002142851,0.000546563,0.0001549719],"domain_scores_gemma":[0.9981386,0.0003235199,0.0006331133,0.0003050787,0.0005704965,0.00002920147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02346423,0.007089031,0.1259964,0.001741455,0.001372738,6.618892e-7,0.06463648,0.01735556,0.5857654,0.06655195,0.01471663,0.09130952],"study_design_scores_gemma":[0.1323098,0.002546757,0.5529505,0.0005232656,0.001156884,0.0000157281,0.007451802,0.03511757,0.2564945,0.00780424,0.002695011,0.0009339138],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912611,0.00002367459,0.0006649313,0.001935383,0.000726771,0.004378499,0.0007362081,0.00001837887,0.0002551083],"genre_scores_gemma":[0.997895,3.074478e-7,0.001124571,0.0003176908,0.0001245742,0.0004068079,0.00008981518,0.00002213904,0.00001909111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4269541,"threshold_uncertainty_score":0.4425879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747289598107853,"score_gpt":0.3622270047900036,"score_spread":0.3147541088089251,"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."}}