{"id":"W2340925229","doi":"10.2196/publichealth.5134","title":"Exploring the Feasibility and Potential of Virtual Panels for Soliciting Feedback on Nutrition Education Materials: A Proof-of-Concept Study","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"March of Dimes Canada; Canadian Obesity Network; Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"Proof of concept; Computer science; Psychology; Human–computer interaction; Multimedia; Internet privacy; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.040586,0.001414084,0.001135574,0.001091407,0.001297433,0.003263954,0.003760855,0.002959579,0.006095779],"category_scores_gemma":[0.03939792,0.0007542723,0.001466143,0.0003437898,0.002241038,0.003647931,0.002585113,0.002200599,0.001089638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009084693,"about_ca_system_score_gemma":0.003215915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004181881,"about_ca_topic_score_gemma":0.0004993299,"domain_scores_codex":[0.9797305,0.0129124,0.0008761382,0.001175699,0.004134526,0.001170771],"domain_scores_gemma":[0.9524292,0.0344716,0.00216632,0.002286148,0.006558747,0.002087981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01349669,0.07865854,0.01456793,0.02802396,0.0007742321,0.004312046,0.02958252,0.006840147,0.2525785,0.01081183,0.007027708,0.553326],"study_design_scores_gemma":[0.01703681,0.4938001,0.02135261,0.005791705,0.001540702,0.004226123,0.01972117,0.02382801,0.2847545,0.00469298,0.1225586,0.0006966068],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8022504,0.002005375,0.1109919,0.001531982,0.0008998424,0.06942587,0.0005112319,0.0005138984,0.0118695],"genre_scores_gemma":[0.6868278,0.001764105,0.262222,0.001166833,0.0002512908,0.0432425,0.0002737936,0.0001055256,0.004146162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.040586,"threshold_uncertainty_score":0.2146418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081658292645139,"score_gpt":0.4201262804979171,"score_spread":0.2119604512334033,"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."}}