{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134413,0.0001619663,0.0002382992,0.0004221244,0.0003150119,0.0006060739,0.0001588566,0.0004047112,0.003178665],"category_scores_gemma":[0.006883435,0.0001654703,0.0003390108,0.0002567138,0.0002313077,0.0003587891,0.0004125228,0.0004444643,0.0002024738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243945,"about_ca_system_score_gemma":0.0001558387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707601,"about_ca_topic_score_gemma":0.006228006,"domain_scores_codex":[0.9995676,0.0001560843,0.0000463377,0.00004670968,0.000123688,0.00005961601],"domain_scores_gemma":[0.9975921,0.0008428842,0.0009440936,0.00007435452,0.0002779102,0.0002687092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004866946,0.000227169,0.9784007,0.0001381752,0.0001547682,0.0001554624,0.004046131,0.00005978168,0.0012042,0.00003763917,0.0002914309,0.01479787],"study_design_scores_gemma":[0.00001556657,0.0003567589,0.9918796,0.00004283407,0.00004634203,0.0001818535,0.00668321,0.000152954,0.0001203948,0.00004288255,0.0004689104,0.000008501323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998477,0.0003398285,0.00007045713,0.0001394477,0.00001249783,0.00000973944,0.00005057086,0.000001688105,0.0008986643],"genre_scores_gemma":[0.9992994,0.0001707002,0.00009361048,0.00007565186,0.000008492609,0.000006152339,0.0000492533,9.677653e-7,0.0002958088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004707601,"threshold_uncertainty_score":0.01063365,"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."}}