{"id":"W2104664150","doi":"10.2196/mhealth.3846","title":"Quit4baby: Results From a Pilot Test of a Mobile Smoking Cessation Program for Pregnant Women","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute on Drug Abuse; University of South Florida","keywords":"Smoking cessation; Short Message Service; Pilot test; Text messaging; Test (biology); Medicine; Quit smoking; Pilot program; Text message; Family medicine; Psychology; Computer science; Medical education; Internet privacy; Applied psychology; Telecommunications","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":[0.005565848,0.0008391084,0.0005769707,0.0004369902,0.0009983421,0.0004860017,0.0008130818,0.0008414528,0.004214267],"category_scores_gemma":[0.008724551,0.0004417407,0.0006272747,0.0002210968,0.0004717001,0.0005758846,0.0007495268,0.0007208597,0.0008948765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365504,"about_ca_system_score_gemma":0.001135641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004640445,"about_ca_topic_score_gemma":0.005904866,"domain_scores_codex":[0.9977577,0.001367801,0.000135817,0.0001824599,0.0002742443,0.0002819641],"domain_scores_gemma":[0.9945796,0.003085923,0.0003215931,0.0002489928,0.001089229,0.0006747992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04189094,0.2288521,0.2137088,0.002475444,0.0004274935,0.002792147,0.03984471,0.001491638,0.05966853,0.0002575652,0.005172097,0.4034185],"study_design_scores_gemma":[0.006197486,0.5470562,0.3996872,0.0002216579,0.0005274098,0.0009521181,0.00891226,0.002583743,0.02609384,0.0001245381,0.007525555,0.0001179955],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954841,0.00003741312,0.0005332074,0.0001098276,0.00001797499,0.002272812,0.0001959812,0.0000550662,0.001293612],"genre_scores_gemma":[0.9813703,0.0002083569,0.007645553,0.0003628389,0.00003574273,0.0058617,0.0008273427,0.00004427999,0.003643896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005565848,"threshold_uncertainty_score":0.0294354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142261171399434,"score_gpt":0.4131326413190396,"score_spread":0.2989065241790961,"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."}}