{"id":"W4414416969","doi":"10.1016/j.clnesp.2025.07.1105","title":"Cooking together pilot study: Preliminary efficacy findings","year":2025,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sheridan College; University of Waterloo","funders":"","keywords":"MEDLINE; Pilot trial; Clinical trial","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":[0.0163238,0.001507812,0.001481713,0.0005124767,0.001444384,0.001095528,0.001242377,0.001839335,0.00786554],"category_scores_gemma":[0.02398178,0.0006238612,0.001201249,0.000386332,0.001423185,0.001788616,0.00120692,0.002798426,0.002776714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005834244,"about_ca_system_score_gemma":0.002907581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340576,"about_ca_topic_score_gemma":0.001947654,"domain_scores_codex":[0.9939261,0.003669252,0.0004950359,0.0005546923,0.0009001266,0.0004547828],"domain_scores_gemma":[0.9719876,0.01665859,0.001092687,0.002958836,0.004280325,0.003021956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1877731,0.6287174,0.02034114,0.001521319,0.0007044051,0.000533798,0.006219071,0.001128569,0.02262915,0.0004601402,0.003004752,0.1269672],"study_design_scores_gemma":[0.03679584,0.8930756,0.04392261,0.0001777402,0.0008080227,0.0002003784,0.001964537,0.001090131,0.01661191,0.0004563962,0.004813827,0.00008297304],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757853,0.0001618406,0.003592809,0.0003707914,0.0001880287,0.01421241,0.0005468052,0.0001253277,0.00501691],"genre_scores_gemma":[0.9650304,0.00052266,0.01107621,0.0007282746,0.0002911919,0.01545253,0.0009898,0.00006740853,0.005841549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163238,"threshold_uncertainty_score":0.08632958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4001447365152482,"score_gpt":0.5876408913424614,"score_spread":0.1874961548272133,"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."}}