{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002494987,0.0001219055,0.0002531597,0.00008436149,0.003104522,0.00001070744,0.0001687701,0.00002411225,0.00006678094],"category_scores_gemma":[0.00007653818,0.00008920786,0.00002454991,0.0009885923,0.00003303021,0.0001145562,0.0002364165,0.001287538,0.000005188516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008780859,"about_ca_system_score_gemma":0.0007281046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010757,"about_ca_topic_score_gemma":0.0008227534,"domain_scores_codex":[0.9968797,0.00102371,0.001024671,0.0001786005,0.0004386808,0.0004546159],"domain_scores_gemma":[0.9974635,0.0006365044,0.001275697,0.0002499104,0.0001814646,0.0001929864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007841069,0.0003841498,0.8300584,0.001470755,0.000007986905,3.844988e-7,0.144676,0.00005091187,1.279308e-7,0.0007050511,0.003152053,0.01941581],"study_design_scores_gemma":[0.001973404,0.0007376312,0.3113103,0.0002413329,0.00002997286,0.000002026029,0.6182722,0.0003645803,7.60806e-8,0.00009732453,0.06678127,0.000189877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903243,0.000442532,0.0001086536,0.003028676,0.0002255322,0.005359592,0.000236172,0.0000506781,0.0002238736],"genre_scores_gemma":[0.9925283,0.00008989042,0.000228833,0.002101211,0.000250562,0.004550419,0.0001472497,0.00001339885,0.00009010883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.518748,"threshold_uncertainty_score":0.9981933,"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."}}