{"id":"W2123316530","doi":"10.2196/resprot.4268","title":"Effective Strategies to Recruit Young Adults Into the TXT2BFiT mHealth Randomized Controlled Trial for Weight Gain Prevention","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"Randomized controlled trial; Medicine; mHealth; Psychological intervention; Family medicine; Waist; Randomization; Gerontology; Obesity; Nursing","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":[0.02684456,0.001394053,0.002407336,0.001327848,0.0009489305,0.001620172,0.0007759794,0.003482243,0.01977665],"category_scores_gemma":[0.03029308,0.000849654,0.002517332,0.0009992969,0.0008629469,0.001930073,0.001336594,0.002657929,0.002099131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008580082,"about_ca_system_score_gemma":0.004060334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007482665,"about_ca_topic_score_gemma":0.002750744,"domain_scores_codex":[0.9744163,0.01950974,0.003049945,0.0009474248,0.001232243,0.0008442622],"domain_scores_gemma":[0.9915026,0.004606827,0.002150469,0.0004371995,0.0005716318,0.0007312948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.7797068,0.01439455,0.005588779,0.01713741,0.004743373,0.0001361488,0.001448893,0.0007512227,0.001324605,0.002126832,0.009728129,0.1629132],"study_design_scores_gemma":[0.9326751,0.04466904,0.005902599,0.002874493,0.002655601,0.00004731536,0.0002113554,0.0008788034,0.0006295829,0.001797266,0.007615913,0.00004294576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2611715,0.01235049,0.01467346,0.006944759,0.004015391,0.6821197,0.003795282,0.0005933396,0.01433621],"genre_scores_gemma":[0.2272948,0.002644827,0.02731866,0.002915662,0.0005666268,0.7347239,0.0006094102,0.00003048325,0.003895602],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02684456,"threshold_uncertainty_score":0.1419693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2699443959663013,"score_gpt":0.6401103323581329,"score_spread":0.3701659363918316,"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."}}