{"id":"W4211025888","doi":"10.2196/35165","title":"Navigating the Online World of Lifestyle Health Information: Qualitative Study With Adolescents","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; The Internet; Psychology; Medicine; Gerontology; Internet privacy; Computer science; World Wide Web","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":[0.01761271,0.0006090515,0.00109725,0.001901417,0.007040046,0.003501521,0.001615354,0.001581524,0.002613581],"category_scores_gemma":[0.01369707,0.0009395226,0.0005929298,0.002117325,0.005296443,0.003479166,0.004651097,0.002887368,0.0003741636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004635518,"about_ca_system_score_gemma":0.005685333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035311,"about_ca_topic_score_gemma":0.01790048,"domain_scores_codex":[0.9933621,0.004666117,0.0003955221,0.0003975815,0.0003640056,0.0008146456],"domain_scores_gemma":[0.9871967,0.009050717,0.0009683383,0.0002429231,0.001333621,0.00120784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002284764,0.00009451126,0.004807547,0.0001971043,0.00000416527,0.0003986151,0.9908902,0.00001972211,0.0005532138,0.000600874,0.0002295674,0.002181651],"study_design_scores_gemma":[0.000005607887,0.00006015481,0.002363554,0.0002947679,0.000005356403,0.0001101531,0.9931426,0.00005554536,0.0001675671,0.0001419188,0.003644988,0.00000775729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915472,0.0008449815,0.00215212,0.001334777,0.00005776415,0.001003388,0.0003309882,0.00001295904,0.002715898],"genre_scores_gemma":[0.9910648,0.001285024,0.002395469,0.00116117,0.00001921015,0.002078293,0.0001636269,0.00002629603,0.00180602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761271,"threshold_uncertainty_score":0.09314603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05101609676430947,"score_gpt":0.4633445368503357,"score_spread":0.4123284400860262,"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."}}