{"id":"W4315786483","doi":"10.3390/ijerph20021397","title":"Fact or Fiction? The Development and Evaluation of a Tobacco Virtual Health Tool","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Alberta Health; Canadian Patient Safety Institute","keywords":"Tobacco use; Environmental health; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04735247,0.0007996545,0.0005443022,0.002122867,0.001409237,0.003388527,0.00247212,0.001883787,0.00563921],"category_scores_gemma":[0.09650212,0.0004678185,0.0008768585,0.0009582936,0.002002557,0.003538759,0.002497967,0.001115998,0.0009095286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034353,"about_ca_system_score_gemma":0.003751291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112078,"about_ca_topic_score_gemma":0.002305918,"domain_scores_codex":[0.9759434,0.01671202,0.001300252,0.0007917246,0.004389044,0.0008635784],"domain_scores_gemma":[0.9124987,0.06682709,0.002029478,0.004754315,0.01161965,0.002270705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002536858,0.01045651,0.02687963,0.004000327,0.0001995113,0.001055515,0.04169193,0.003600423,0.01401759,0.009320316,0.01332315,0.8729181],"study_design_scores_gemma":[0.005969741,0.1242496,0.172211,0.007420556,0.001316693,0.004296908,0.04037756,0.03904014,0.09668818,0.01434369,0.4928813,0.001204722],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108791,0.0009221096,0.0418468,0.0024307,0.0006230292,0.0202682,0.0008405803,0.001060689,0.02112874],"genre_scores_gemma":[0.6876231,0.0009672728,0.281528,0.001805173,0.0001760706,0.01688291,0.002028606,0.0004336484,0.00855524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04735247,"threshold_uncertainty_score":0.2504268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2915814395711667,"score_gpt":0.5486753150890002,"score_spread":0.2570938755178335,"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."}}