{"id":"W4231811369","doi":"10.31525/ct1-nct04140071","title":"NutriQuébec: a Web-based Prospective Cohort Study to Monitor the Population's Eating Habits in the Province of Québec.","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009931797,0.0006000069,0.0004669518,0.001699068,0.002597253,0.001294234,0.001354725,0.0007261795,0.006696428],"category_scores_gemma":[0.002330915,0.0004780377,0.0005406085,0.004799593,0.0004491741,0.0005909576,0.001054387,0.0009581216,0.001476928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01737254,"about_ca_system_score_gemma":0.01546987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921898,"about_ca_topic_score_gemma":0.9937867,"domain_scores_codex":[0.9993342,0.0001265364,0.00004284862,0.0001307524,0.0001494137,0.0002162328],"domain_scores_gemma":[0.9978995,0.0001198259,0.0002322727,0.0001318242,0.001135216,0.0004812316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003068183,0.0002724818,0.9699613,0.00009327687,0.0001594234,0.0002289587,0.00070041,0.0001234397,0.0006425751,0.0001767334,0.01741748,0.009917191],"study_design_scores_gemma":[0.00007303441,0.00006539617,0.9931695,0.0000543633,0.00004727663,0.00007205292,0.0005513986,0.0002413018,0.00007896533,0.00001930132,0.005614873,0.00001253894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587807,0.00176823,0.001723848,0.001403088,0.00009532033,0.001803793,0.1228773,0.0001918922,0.01135585],"genre_scores_gemma":[0.9410247,0.0009400047,0.002712059,0.001091352,0.00004438168,0.001666711,0.03290061,0.00007185833,0.01954846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01737254,"threshold_uncertainty_score":0.1260472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412609613002709,"score_gpt":0.3865287649666558,"score_spread":0.3524026688366287,"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."}}