{"id":"W2900267714","doi":"10.2196/10682","title":"Testing a Web-Based Interactive Comic Tool to Decrease Obesity Risk Among Minority Preadolescents: Protocol for a Pilot Randomized Control Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Psychological intervention; Randomized controlled trial; Population; Childhood obesity; Social cognitive theory; Intervention (counseling); Psychology; Comics; Medicine; Applied psychology; Gerontology; Social psychology; Obesity; Nursing; Computer science; Environmental health; Overweight","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005564785,0.0003748272,0.0009329458,0.0004670746,0.001512146,0.0009981067,0.0006226003,0.00008872707,0.0008940658],"category_scores_gemma":[0.008941623,0.0002866102,0.0004269584,0.0002364997,0.001526424,0.0003656576,0.0001778518,0.0007124144,0.00005695003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545938,"about_ca_system_score_gemma":0.0008379121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007403255,"about_ca_topic_score_gemma":0.001605518,"domain_scores_codex":[0.9944067,0.002455588,0.0008073893,0.0007331405,0.0007077671,0.0008894311],"domain_scores_gemma":[0.992185,0.004004581,0.0004084982,0.0006138121,0.002288653,0.0004994732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.978145,0.003512765,0.001428195,0.0004315687,0.0002860644,0.000003981352,0.002664499,0.000001051155,0.0001617574,0.003732678,0.008929931,0.0007024784],"study_design_scores_gemma":[0.901154,0.01214794,0.0005559209,0.00135194,0.0000579925,3.551992e-7,0.000258863,0.003517004,0.0003531374,0.00501966,0.07512523,0.000457946],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02891874,2.258456e-7,0.0001935729,0.0002042147,0.00002538331,0.967789,0.000243954,0.0001323893,0.002492504],"genre_scores_gemma":[0.124074,9.053479e-9,0.0003087653,0.0001503632,0.001225927,0.8736297,0.000005379613,0.00003914419,0.0005666993],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09515522,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900680214828528,"score_gpt":0.4716094139114408,"score_spread":0.281541392428588,"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."}}