{"id":"W2884885513","doi":"10.2196/10977","title":"Mobile Phone Text Messaging for Tobacco Risk Communication Among Young Adult Community College Students: Protocol and Baseline Overview for a Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; University of California, Irvine; University of California, San Diego; University of Texas MD Anderson Cancer Center; University of Massachusetts Boston","keywords":"Text messaging; Protocol (science); Randomized controlled trial; Mobile phone; Baseline (sea); Short Message Service; Phone; Text message; Mobile device; Medicine; Computer science; Multimedia; Medical education; Psychology; World Wide Web; Alternative medicine; Telecommunications; Computer network","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":[0.03649309,0.005900881,0.008899133,0.00302517,0.003687114,0.00449741,0.003059086,0.007301727,0.07622745],"category_scores_gemma":[0.03216189,0.0033562,0.005598499,0.004126939,0.002849019,0.003527911,0.00188581,0.008100222,0.01121762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00578475,"about_ca_system_score_gemma":0.02138734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677107,"about_ca_topic_score_gemma":0.005985381,"domain_scores_codex":[0.9762363,0.01488157,0.002957558,0.001708338,0.002182298,0.002033985],"domain_scores_gemma":[0.9870166,0.003779879,0.003145142,0.001355997,0.003270785,0.001431669],"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":[0.700395,0.03008213,0.002072345,0.09330791,0.006328048,0.0006223909,0.001160885,0.003137197,0.003846102,0.009239748,0.05477631,0.09503195],"study_design_scores_gemma":[0.8965941,0.02401756,0.003217951,0.01236013,0.00220934,0.0001156171,0.0002460476,0.002242641,0.00107332,0.003962842,0.05378363,0.0001768185],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007966781,0.0002987672,0.0008850577,0.0001609938,0.0001716953,0.9965546,0.0006209149,0.00006807691,0.0004431909],"genre_scores_gemma":[0.0006884533,0.0001233639,0.001258723,0.00009916657,0.00002297569,0.9975659,0.00005739529,0.00000309401,0.0001809865],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07622745,"threshold_uncertainty_score":0.2550063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414795619443663,"score_gpt":0.5435319176720105,"score_spread":0.4020523557276442,"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."}}