{"id":"W2479441399","doi":"10.2196/resprot.5276","title":"A Social Media Peer Group Intervention for Mothers to Prevent Obesity and Promote Healthy Growth from Infancy: Development and Pilot Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Intervention (counseling); Obesity; Psychological intervention; Childhood obesity; Peer group; Peer support; Mass media; Psychology; Body mass index; Social media; Medicine; Developmental psychology; Gerontology; Nursing; Overweight; Advertising","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006378653,0.0002056797,0.0003939944,0.0002407858,0.001790652,0.00003505317,0.0002545306,0.0003121765,0.0001331144],"category_scores_gemma":[0.001363791,0.0001511003,0.00004577598,0.000267844,0.0001303165,0.0001586442,0.0003317769,0.0007497999,0.00008403813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004138853,"about_ca_system_score_gemma":0.001113506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002154053,"about_ca_topic_score_gemma":0.001261006,"domain_scores_codex":[0.9949895,0.001325095,0.0009911424,0.0007074918,0.0007709764,0.001215826],"domain_scores_gemma":[0.9961582,0.001650996,0.0002632588,0.0002986581,0.0006727438,0.0009560949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1271301,0.00520557,0.01061926,0.01011174,0.00006651539,0.000002233279,0.02473561,1.152866e-8,0.0009627386,0.02673831,0.1232057,0.6712222],"study_design_scores_gemma":[0.05205427,0.004019374,0.03870851,0.002660854,0.000003341459,3.250308e-7,0.0004141894,0.0000039561,0.0001534095,0.01371316,0.8880262,0.0002423832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1477347,0.00001414175,0.001486784,0.01946328,0.0000476127,0.8308745,0.0001459704,0.00009951007,0.0001334647],"genre_scores_gemma":[0.01765825,0.000008407526,0.0029562,0.0005270595,0.000786395,0.9772497,0.00004109123,0.00004639089,0.0007264723],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7648205,"threshold_uncertainty_score":0.9995089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3037326311693149,"score_gpt":0.5994540887525484,"score_spread":0.2957214575832334,"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."}}