{"id":"W3152521888","doi":"10.1177/00178969211007163","title":"A theory-grounded text message–based intervention to reduce sedentary behaviour in university students","year":2021,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Intervention (counseling); Observational study; Grounded theory; Population; Sedentary behavior; Psychological intervention; Sedentary lifestyle; Psychology; Physical therapy; Repeated measures design; Data collection; Physical activity; Medicine; Randomized controlled trial; Qualitative research; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001466215,0.000131314,0.0002108184,0.0004544357,0.0003233263,0.0000606749,0.0002791309,0.00009081198,0.00748268],"category_scores_gemma":[0.00006074784,0.0001535954,0.0001615685,0.0005955527,0.00002376328,0.0001922215,0.00004311142,0.0005885708,0.0002220601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041703,"about_ca_system_score_gemma":0.001938395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501788,"about_ca_topic_score_gemma":0.001449641,"domain_scores_codex":[0.9968171,0.001523192,0.0006407419,0.000307567,0.0002749765,0.0004364221],"domain_scores_gemma":[0.9983696,0.00004923238,0.0003003164,0.0002791679,0.0002525852,0.0007491334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001130267,0.01787077,0.2930916,0.0001337923,0.00005709089,0.0001788543,0.01160218,0.00001024823,0.00005542531,0.006190023,0.1505204,0.5191593],"study_design_scores_gemma":[0.002046432,0.0004007638,0.9523982,0.000543137,0.00002377256,0.000185137,0.03091028,0.00000207942,0.00002489834,0.0002030394,0.01312058,0.0001416508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800494,0.0008154208,0.001507036,0.01202172,0.004526015,0.0004089516,0.00002983762,0.00002580791,0.0006158334],"genre_scores_gemma":[0.980044,0.00002513501,0.0007681312,0.003816899,0.0001866267,0.00002610766,0.00006501628,0.00001841567,0.01504965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6593066,"threshold_uncertainty_score":0.9934246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667498410012518,"score_gpt":0.4687030993863002,"score_spread":0.4019532583850484,"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."}}