{"id":"W3197142905","doi":"10.2196/31307","title":"Designing Ruby: Protocol for a 2-Arm, Brief, Digital Randomized Controlled Trial for Internalized Weight Bias","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Weight loss; Digital health; Psychology; Randomized controlled trial; Internalization; Clinical psychology; Medicine; Health care; Obesity","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":[0.04182691,0.00576512,0.007287315,0.002522713,0.003902976,0.004323089,0.002953847,0.007553115,0.1082967],"category_scores_gemma":[0.05185036,0.00352051,0.00408985,0.002734539,0.003662238,0.00389035,0.002362171,0.009610069,0.02057897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00438807,"about_ca_system_score_gemma":0.01737403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008201,"about_ca_topic_score_gemma":0.004851331,"domain_scores_codex":[0.9678034,0.02127784,0.002884898,0.002902617,0.002880053,0.002251301],"domain_scores_gemma":[0.9816988,0.006706335,0.003182638,0.002567357,0.003557939,0.002286831],"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":[0.6255127,0.02315326,0.001441362,0.05465104,0.002866261,0.0007288992,0.002041256,0.004243868,0.004293128,0.01968926,0.1148779,0.1465011],"study_design_scores_gemma":[0.8530231,0.02638048,0.002307404,0.009495403,0.0008773461,0.0001362569,0.0003147531,0.003306324,0.001445029,0.009360564,0.09311603,0.0002374222],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006643835,0.0001162393,0.001793256,0.0001886312,0.0003663285,0.9954319,0.0007162612,0.0001197469,0.0006031811],"genre_scores_gemma":[0.0003867694,0.00003497559,0.001564852,0.00009868004,0.00001953091,0.9976827,0.00003753847,0.000003696521,0.0001711883],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1082967,"threshold_uncertainty_score":0.3622885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5401463038969396,"score_gpt":0.6774356466683794,"score_spread":0.1372893427714398,"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."}}