{"id":"W3195908715","doi":"10.2196/29760","title":"A Smoking Cessation App for Nondaily Smokers (Version 2 of the Smiling Instead of Smoking App): Acceptability and Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Cancer Society","keywords":"Smoking cessation; Happiness; Psychology; Smartphone app; Clinical psychology; Medicine; Physical therapy; Psychotherapist; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007958527,0.0006478362,0.0006312011,0.0005638962,0.0006352842,0.001130569,0.00073407,0.001186707,0.004037757],"category_scores_gemma":[0.01588267,0.000390286,0.001279126,0.0002385881,0.000488016,0.001336947,0.000954387,0.001288794,0.0006895071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475446,"about_ca_system_score_gemma":0.001215497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131034,"about_ca_topic_score_gemma":0.001989837,"domain_scores_codex":[0.9955022,0.001920126,0.0003879251,0.0004067479,0.001433216,0.0003497767],"domain_scores_gemma":[0.9933675,0.003654297,0.000590276,0.0003601032,0.001442255,0.0005855819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03917051,0.2255546,0.2702937,0.005338926,0.001335066,0.002934998,0.02429443,0.001074839,0.03626272,0.0009830198,0.01005187,0.3827053],"study_design_scores_gemma":[0.01008871,0.3835244,0.541069,0.0008470475,0.001607225,0.004576581,0.01424183,0.008152586,0.01163054,0.0007324363,0.02319628,0.0003333701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991976,0.0001076685,0.001205008,0.0001793157,0.00003675214,0.005010681,0.0002736849,0.00004370252,0.00116712],"genre_scores_gemma":[0.9728252,0.0004619951,0.01086782,0.0006625115,0.00008713821,0.01312608,0.0005041996,0.00004339819,0.001421818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007958527,"threshold_uncertainty_score":0.04208922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027171338898634,"score_gpt":0.4392946767434686,"score_spread":0.3365775428536051,"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."}}