{"id":"W2771113034","doi":"10.2196/resprot.8502","title":"MyVoice National Text Message Survey of Youth Aged 14 to 24 Years: Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Confidentiality; Qualitative property; Protocol (science); Descriptive statistics; Adolescent health; Medical education; Incentive; Psychology; Health care; Qualitative research; Public relations; Computer science; Medicine; Political science; Sociology; 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":[0.03084107,0.001769968,0.001810379,0.002902214,0.003432606,0.001997681,0.003300006,0.002434456,0.0424461],"category_scores_gemma":[0.02104395,0.002007108,0.001393549,0.002550489,0.001291672,0.002347593,0.002523953,0.003805998,0.01114476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121396,"about_ca_system_score_gemma":0.01545163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00796366,"about_ca_topic_score_gemma":0.01465664,"domain_scores_codex":[0.9864408,0.008291958,0.002175537,0.001218291,0.001119429,0.000753874],"domain_scores_gemma":[0.9872085,0.002955707,0.00183939,0.001571056,0.004864136,0.001561188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03774437,0.01939045,0.04735443,0.02828287,0.0006637104,0.001852632,0.01335628,0.005890602,0.004903094,0.02079221,0.5961899,0.2235795],"study_design_scores_gemma":[0.0344934,0.01548497,0.1811108,0.0131185,0.0004634886,0.001060187,0.01148392,0.007576872,0.003385194,0.01665957,0.7146701,0.0004929309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003992154,0.0001403725,0.003937636,0.0004082791,0.0001211431,0.974591,0.0137185,0.00009164518,0.002999253],"genre_scores_gemma":[0.002179261,0.0001007295,0.003915087,0.0002406426,0.00002260053,0.9910467,0.001967819,0.000008480131,0.0005185806],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0424461,"threshold_uncertainty_score":0.1631051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7318197792132817,"score_gpt":0.6925864128830312,"score_spread":0.03923336633025043,"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."}}