{"id":"W2890521639","doi":"10.1515/psych-2018-0003","title":"Perceived Healthiness of Breakfasts in Women with Overweight or Obesity Match Expert Recommendations","year":2018,"lang":"en","type":"article","venue":"Open Psychology","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Overweight; Obesity; Perception; Environmental health; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002667427,0.0001636339,0.0005798803,0.0001059737,0.00006849589,0.00001466783,0.0003342827,0.0001165506,0.002715194],"category_scores_gemma":[0.0000341699,0.000117962,0.00002406344,0.0004265119,0.0002440992,0.0002133318,0.0001748767,0.0002325995,0.0001207598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276499,"about_ca_system_score_gemma":0.0001221197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067557,"about_ca_topic_score_gemma":0.001388641,"domain_scores_codex":[0.9985887,0.0001616752,0.0002969131,0.0004398913,0.0001458489,0.0003669582],"domain_scores_gemma":[0.9988915,0.00009308293,0.0001316326,0.0005728096,0.0001449697,0.0001660033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02522027,0.09240633,0.6866571,0.0004222449,0.0004746742,0.0002495591,0.03177068,6.401526e-7,0.01941394,0.00189498,0.08638806,0.05510147],"study_design_scores_gemma":[0.003500828,0.002733399,0.9845592,0.0001458659,0.0000101662,0.00007118114,0.0004551101,0.000009105813,0.0003669996,0.000938138,0.007067674,0.0001423011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697704,0.00000618734,0.00002881847,0.009576253,0.0002032482,0.0006497646,0.00001330213,0.00002153012,0.01973047],"genre_scores_gemma":[0.9916996,0.00003946404,0.002008141,0.004955864,0.0001602832,0.0001000864,0.0000145902,0.00002633318,0.0009955806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2979021,"threshold_uncertainty_score":0.9981965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251267757793121,"score_gpt":0.4012159711225068,"score_spread":0.3587032935445756,"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."}}