{"id":"W2745857178","doi":"10.1016/j.jneb.2007.04.335","title":"P45","year":2007,"lang":"en","type":"article","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; Cognitive interview; Comprehension; Likert scale; Focus group; Formative assessment; Multiple choice; Interview; Cognition; Qualitative property; Construct validity; Medical education; Applied psychology; Construct (python library); Content validity; Reading (process); Clinical psychology; Psychometrics; Developmental psychology; Mathematics education; Medicine; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005655977,0.0007412314,0.0005490392,0.001448228,0.00109824,0.003247337,0.0009400841,0.001574804,0.8033193],"category_scores_gemma":[0.002413554,0.000329941,0.0004460885,0.001229478,0.0004315431,0.001593947,0.001414848,0.001249059,0.6586392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249847,"about_ca_system_score_gemma":0.001280482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003504902,"about_ca_topic_score_gemma":0.007704449,"domain_scores_codex":[0.9996634,0.00003345394,0.00001922917,0.00005275657,0.000189889,0.0000414655],"domain_scores_gemma":[0.998632,0.000203171,0.0000424665,0.0001204707,0.0006861968,0.0003156428],"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":[0.00003220567,0.00003222767,0.0001752396,0.00007645218,0.000002320585,0.00005418129,0.00002947947,0.00002469735,0.0003089089,0.002186502,0.8658445,0.1312332],"study_design_scores_gemma":[0.000008712143,0.00001550562,0.0006150795,0.00006973394,0.000002079273,0.00008266378,0.00003836214,0.00003412504,0.0000912562,0.0007958202,0.9982433,0.000003303368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005614974,0.00251006,0.001020931,0.005151382,0.01082627,0.0001470374,0.001287859,0.0006066194,0.9778883],"genre_scores_gemma":[0.001034992,0.000761701,0.0002463209,0.001237805,0.0009981771,0.0000324806,0.000395382,0.0001071457,0.995186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1966807,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088840880399986,"score_gpt":0.3421720008402727,"score_spread":0.3212835920362729,"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."}}