{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008926266,0.0001387863,0.0003629733,0.0001158574,0.00009935982,0.00001842272,0.0000541341,0.0001039657,0.000006644089],"category_scores_gemma":[0.0002377777,0.0001162482,0.00002936958,0.0001996826,0.00005493544,0.0000902569,0.00001862865,0.0001554815,5.200063e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862496,"about_ca_system_score_gemma":0.0007251134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008253317,"about_ca_topic_score_gemma":0.00003474618,"domain_scores_codex":[0.9982951,0.00004671311,0.0005725435,0.0003373221,0.000334733,0.0004136441],"domain_scores_gemma":[0.9984507,0.0001844312,0.0003703226,0.0002601384,0.0002229875,0.0005114105],"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":[0.006435683,0.004109924,0.4368661,0.003482867,0.00004221416,0.00000570257,0.03252885,0.000007066316,0.0004308133,0.0001341852,0.003491986,0.5124646],"study_design_scores_gemma":[0.01858328,0.02319798,0.9422385,0.0008935119,0.0002345535,0.00001507977,0.004947789,0.0005341241,0.0005665629,0.0007383354,0.007792934,0.000257396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959935,0.0003202582,0.00005677158,0.0005260918,0.0001937999,0.002374785,0.0002161946,0.0001106794,0.0002079387],"genre_scores_gemma":[0.9968748,0.0001429546,0.0006042637,0.0002267459,0.0002449201,0.001386287,0.0004028175,0.00002398704,0.00009323764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5122072,"threshold_uncertainty_score":0.4740465,"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."}}