{"id":"W4200091470","doi":"10.1016/j.jneb.2021.10.008","title":"Targeted Questionnaire Development","year":2021,"lang":"en","type":"letter","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Situational ethics; Food craving; Scopus; Meal; Craving; Clinical psychology; Applied psychology; Medicine; Social psychology; Psychiatry; Addiction; MEDLINE; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01417612,0.0006339239,0.0004363377,0.001564129,0.0009248693,0.0008987332,0.0009731497,0.001202503,0.08681764],"category_scores_gemma":[0.03253482,0.0005203323,0.0005700312,0.0005755441,0.0003673862,0.0006325624,0.002259437,0.002052105,0.07021006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349583,"about_ca_system_score_gemma":0.005029955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096685,"about_ca_topic_score_gemma":0.005081597,"domain_scores_codex":[0.9922276,0.004150104,0.0005981689,0.0007147526,0.00133448,0.0009749029],"domain_scores_gemma":[0.9826696,0.005526609,0.0005125066,0.002403496,0.007611788,0.001276112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005698654,0.001265777,0.008199429,0.0005559125,0.00001447654,0.0002954395,0.001851233,0.0001241101,0.008000286,0.002905356,0.6228625,0.3533556],"study_design_scores_gemma":[0.000534357,0.001220467,0.04916196,0.0006430797,0.00002602481,0.0005107847,0.001682415,0.001248345,0.005340567,0.002288304,0.9372953,0.00004844912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.07987048,0.001054789,0.1748283,0.05446959,0.01123872,0.1835792,0.05490822,0.008704317,0.4313464],"genre_scores_gemma":[0.1444649,0.001344498,0.1656238,0.04972143,0.001482437,0.1816532,0.02559006,0.001567672,0.4285519],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08681764,"threshold_uncertainty_score":0.290434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058890027747188,"score_gpt":0.3034507687219816,"score_spread":0.2828618684445097,"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."}}