{"id":"W3114262313","doi":"10.2196/21643","title":"Augmented Reality for Smoking Cessation: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse; Moffitt Cancer Center","keywords":"Usability; Smoking cessation; mHealth; Augmented reality; Medicine; Psychology; Human–computer interaction; Computer science; Psychological intervention; 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":[0.004085054,0.0006434871,0.0005275647,0.000760096,0.0003875151,0.001016012,0.0006259218,0.000599507,0.001716777],"category_scores_gemma":[0.007094481,0.0003876086,0.001000372,0.0003326807,0.000285064,0.0007314821,0.0009147697,0.000404407,0.0004244369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855569,"about_ca_system_score_gemma":0.0006071861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007992568,"about_ca_topic_score_gemma":0.001538507,"domain_scores_codex":[0.9980822,0.0009377539,0.0001956947,0.0001697471,0.0004925153,0.0001221314],"domain_scores_gemma":[0.9952036,0.002870759,0.0002211285,0.0002981139,0.001177375,0.0002289853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002461851,0.01395511,0.1041608,0.007245798,0.0006929943,0.004216739,0.03785532,0.002229459,0.09178258,0.0008374507,0.005465775,0.7290962],"study_design_scores_gemma":[0.002796044,0.1203425,0.5954483,0.003819582,0.003774535,0.01889122,0.02920426,0.035217,0.07368804,0.00076545,0.1152397,0.0008135047],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850519,0.001002257,0.00941861,0.0001796185,0.00004985357,0.00148972,0.0001562719,0.000263903,0.00238792],"genre_scores_gemma":[0.942404,0.001796737,0.05064645,0.000242566,0.00004326803,0.001619218,0.0003498867,0.0000799396,0.002817951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004085054,"threshold_uncertainty_score":0.02160406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1682579305569661,"score_gpt":0.4305171907643797,"score_spread":0.2622592602074135,"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."}}