{"id":"W3139623518","doi":"10.2196/26873","title":"Usability and Acceptability of Two Smartphone Apps for Smoking Cessation Among Young Adults With Serious Mental Illness: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse; Substance Abuse and Mental Health Services Administration; Dartmouth College","keywords":"Usability; Thematic analysis; Smoking cessation; Descriptive statistics; System usability scale; Medicine; Population; mHealth; Psychological intervention; Mental health; Psychology; Qualitative research; Psychiatry; Computer science; Web usability; Environmental health","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":[0.01845708,0.0007288262,0.001064175,0.00163268,0.001612323,0.001940344,0.0007610574,0.0009863803,0.001858706],"category_scores_gemma":[0.02078603,0.0007080036,0.002547756,0.0009262136,0.0009497386,0.00168163,0.001550845,0.0007675168,0.0003094728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261457,"about_ca_system_score_gemma":0.002091728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696267,"about_ca_topic_score_gemma":0.005955542,"domain_scores_codex":[0.9900035,0.00551288,0.001537341,0.0008393924,0.001583983,0.0005228928],"domain_scores_gemma":[0.9837459,0.009327821,0.002302577,0.0008234344,0.003136989,0.000663143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003513551,0.01548332,0.6768858,0.006150432,0.001472315,0.0009837783,0.1784934,0.0001965188,0.004686237,0.0004085204,0.00125919,0.1104669],"study_design_scores_gemma":[0.001567952,0.04555693,0.7822696,0.002666101,0.001835634,0.00134206,0.1515655,0.001925308,0.003796502,0.0004795657,0.006715532,0.0002792913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955407,0.0002990085,0.0005969792,0.00005226409,0.000009876042,0.002766704,0.0001615087,0.000007921105,0.0005651258],"genre_scores_gemma":[0.9837825,0.0007257031,0.004887857,0.0003448291,0.00003390312,0.009397334,0.0002465899,0.00001051834,0.0005708361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845708,"threshold_uncertainty_score":0.09761155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804791774248499,"score_gpt":0.4435808292146375,"score_spread":0.4155329114721525,"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."}}