{"id":"W2763596342","doi":"10.2196/mhealth.7900","title":"User Participation and Engagement With the See Me Smoke-Free mHealth App: Prospective Feasibility Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"mHealth; Abstinence; Medicine; Smoking cessation; Repeated measures design; Baseline (sea); Psychological intervention; Psychology; Psychiatry","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":[0.01007552,0.001751453,0.002069062,0.000659393,0.001815557,0.002261496,0.001176834,0.003490693,0.01181391],"category_scores_gemma":[0.01238794,0.001231142,0.002311394,0.0007106508,0.00196152,0.002184171,0.001511796,0.003344989,0.002991338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009903847,"about_ca_system_score_gemma":0.004422294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151906,"about_ca_topic_score_gemma":0.003477928,"domain_scores_codex":[0.9951314,0.002583319,0.000424433,0.0005547684,0.0004879511,0.0008182292],"domain_scores_gemma":[0.9930427,0.002089231,0.001634017,0.0006625216,0.0009274765,0.001644006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8547745,0.08782183,0.01773595,0.002830713,0.001948411,0.0001997376,0.001267964,0.0002106975,0.001324135,0.0003754508,0.002661132,0.02884956],"study_design_scores_gemma":[0.4284918,0.5165095,0.04449314,0.0006920864,0.001998995,0.0001317918,0.0008559907,0.0004163953,0.0008273683,0.0005962818,0.004886877,0.00009982008],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866326,0.002012862,0.001049521,0.0007817332,0.0004064588,0.1017142,0.002748192,0.0001282388,0.004526196],"genre_scores_gemma":[0.8627902,0.00131891,0.003061011,0.0009804606,0.0004573316,0.1268208,0.00117548,0.00002796991,0.003367937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01181391,"threshold_uncertainty_score":0.05328512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454726360008066,"score_gpt":0.442925942789236,"score_spread":0.2974533067884294,"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."}}