{"id":"W2071101332","doi":"10.3148/73.3.2012.e253","title":"Dietary Assessment and Self-monitoring: With Nutrition Applications for Mobile Devices","year":2012,"lang":"en","type":"review","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Computer science; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002850445,0.001022256,0.002526364,0.005891275,0.0003031344,0.001815842,0.001032961,0.001761995,0.004806371],"category_scores_gemma":[0.005311182,0.0004954011,0.001743252,0.006866125,0.0005649697,0.002585204,0.00116699,0.001319739,0.001895339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007603003,"about_ca_system_score_gemma":0.001709379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003018556,"about_ca_topic_score_gemma":0.005079187,"domain_scores_codex":[0.9973465,0.0009574374,0.0004242287,0.0002646449,0.0009239357,0.00008319117],"domain_scores_gemma":[0.9965166,0.002377488,0.0004630492,0.0001020261,0.0004805454,0.00006027002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006489785,0.00008023679,0.0005779926,0.06446125,0.0002723407,0.0001441473,0.0001819161,0.0000980664,0.0007424131,0.0008261541,0.0061628,0.9263878],"study_design_scores_gemma":[0.0001309259,0.0005609667,0.01659886,0.1075563,0.001562464,0.006214563,0.0007245025,0.0002790901,0.001422496,0.001928118,0.8628916,0.0001301503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000353486,0.9969115,0.0004001966,0.0002274472,0.0001025323,0.00005293102,0.00004366295,0.00001522638,0.001893177],"genre_scores_gemma":[0.002351052,0.9939932,0.002358639,0.0002602612,0.0001280357,0.0001051082,0.00006998632,0.000005010651,0.0007286457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005891275,"threshold_uncertainty_score":0.01607889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842013539775533,"score_gpt":0.494198042024751,"score_spread":0.3099966880471978,"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."}}