{"id":"W4226350304","doi":"10.2196/35408","title":"eHealth Interventions Targeting Poor Diet, Alcohol Use, Tobacco Smoking, and Vaping Among Disadvantaged Youth: Protocol for a Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; PsycINFO; Socioeconomic status; eHealth; Disadvantaged; Population; Environmental health; Systematic review; Smoking cessation; Gerontology; Randomized controlled trial; MEDLINE; Health care; Psychiatry","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":[0.05976998,0.006972553,0.02286326,0.01294537,0.005180725,0.008898233,0.0061001,0.007835804,0.093218],"category_scores_gemma":[0.07118967,0.006783622,0.02457402,0.01300601,0.00516818,0.01121597,0.006656201,0.008498074,0.01178844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01835523,"about_ca_system_score_gemma":0.06707048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004333,"about_ca_topic_score_gemma":0.021794,"domain_scores_codex":[0.9738947,0.009588176,0.008791668,0.002311641,0.003660575,0.001753227],"domain_scores_gemma":[0.9627432,0.01181535,0.008801241,0.002854991,0.01185871,0.001926515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005286567,0.000333456,0.0004931839,0.9337511,0.00237791,0.0003954842,0.001523468,0.000799485,0.001218898,0.003076756,0.02282018,0.02792351],"study_design_scores_gemma":[0.04319903,0.002565652,0.004516632,0.7144614,0.01400275,0.0005663111,0.002073481,0.001233118,0.001933496,0.008585259,0.2062952,0.0005676705],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002256684,0.002061575,0.0006830255,0.0002746256,0.0002196991,0.9936737,0.002395322,0.00007144041,0.000395055],"genre_scores_gemma":[0.0002146163,0.001372023,0.001817103,0.0001582906,0.0000226323,0.9957494,0.0003528305,0.000008027234,0.0003052224],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.093218,"threshold_uncertainty_score":0.3160976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5245086555810784,"score_gpt":0.6138875653016675,"score_spread":0.08937890972058915,"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."}}