{"id":"W4401878144","doi":"10.2196/55239","title":"Initial Evaluation of Acceptability, Engagement, and Effectiveness of the MO App to Provide Tailored and Comprehensive Support for Smoking Cessation: Development and Usability Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; mHealth; Medicine; Abstinence; Mobile apps; Usability; Psychological intervention; Nursing; Psychiatry; 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":[0.01637091,0.000775053,0.0007378198,0.0008882542,0.0006649779,0.001166885,0.0008647495,0.0006723663,0.00134759],"category_scores_gemma":[0.02891886,0.0004678884,0.001272737,0.0003503248,0.0005663735,0.0008789887,0.001158047,0.0007076565,0.0003305404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019276,"about_ca_system_score_gemma":0.00141961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336514,"about_ca_topic_score_gemma":0.002957409,"domain_scores_codex":[0.9931312,0.003595015,0.0007147925,0.0005774058,0.001533774,0.0004477169],"domain_scores_gemma":[0.9819309,0.01074608,0.001053791,0.0009079404,0.004652382,0.0007088507],"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":[0.0107998,0.05346464,0.2975231,0.005042259,0.001204526,0.001311637,0.04556429,0.001811805,0.04714509,0.0005375664,0.004840945,0.5307544],"study_design_scores_gemma":[0.003306681,0.2235012,0.6928878,0.001257299,0.0019536,0.001586156,0.01345597,0.0101573,0.03236666,0.0004095824,0.01876963,0.0003481283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932921,0.0001167116,0.001957561,0.00005258968,0.00001661782,0.003389983,0.000139182,0.00006369453,0.0009715814],"genre_scores_gemma":[0.9630547,0.0003664164,0.02635,0.0002077181,0.00003899949,0.008225164,0.0003704072,0.00004960927,0.001336962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01637091,"threshold_uncertainty_score":0.08657867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666632252394865,"score_gpt":0.4644443155531823,"score_spread":0.2977810903136958,"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."}}