{"id":"W2060260895","doi":"10.2196/resprot.3823","title":"Effect of a Mobile Phone Intervention on Quitting Smoking in a Young Adult Population of Smokers: Randomized Controlled Trial Study Protocol","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia, Okanagan Campus; Public Health Ontario; University of British Columbia; Impact; McMaster University; University of Waterloo","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Health Canada; University of Waterloo","keywords":"Smoking cessation; Randomized controlled trial; Protocol (science); Intervention (counseling); Medicine; Mobile phone; Population; Young adult; Family medicine; Psychology; Gerontology; Environmental health; Alternative medicine; Nursing; Computer science; Telecommunications; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02532342,0.0002075116,0.00171331,0.0008478138,0.00005156675,0.00004169642,0.0001602454,0.0001690603,0.00005386097],"category_scores_gemma":[0.00547836,0.0001424031,0.0003766223,0.000712002,0.0001090302,0.0001604952,0.00007897266,0.0006075449,0.000001533055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003630288,"about_ca_system_score_gemma":0.0001405182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186671,"about_ca_topic_score_gemma":0.00004768308,"domain_scores_codex":[0.9897472,0.005861815,0.001613114,0.0003684912,0.002062124,0.000347293],"domain_scores_gemma":[0.9968802,0.001043542,0.0007009324,0.0004240026,0.0008423651,0.0001089493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8064359,0.004697531,0.1824685,0.0009688633,0.0000690074,0.000008763844,0.00154545,0.0000118072,0.0004341003,0.00001889868,0.0000194299,0.003321804],"study_design_scores_gemma":[0.9384308,0.0367264,0.01132365,0.006335662,0.00004769567,0.000001892378,0.0007660378,0.000262648,0.005953762,0.00005230859,0.000004360181,0.00009478105],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4878896,2.211498e-7,0.00000567828,0.00000486556,0.00001209605,0.5118579,6.093555e-7,0.00001913455,0.0002098178],"genre_scores_gemma":[0.4956744,1.644673e-8,0.000005081762,7.706e-7,0.0000544409,0.5042057,0.000006169303,0.00001542526,0.00003799011],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1711448,"threshold_uncertainty_score":0.8776643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368679568547751,"score_gpt":0.565281100248428,"score_spread":0.428413143393653,"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."}}