{"id":"W4386204823","doi":"10.2196/49668","title":"Mobile Phone Text Messages to Support People to Stop Smoking by Switching to Vaping: Codevelopment, Coproduction, and Initial Testing Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Coproduction; Mobile phone; Internet privacy; Phone; Advertising; Psychology; Computer science; Business; Telecommunications; Political science; Public relations","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":[0.009816994,0.001006516,0.0008730336,0.001179099,0.0008637346,0.001051964,0.001497583,0.001276845,0.002700867],"category_scores_gemma":[0.01986325,0.0006760713,0.00113602,0.0006105962,0.001117756,0.001357579,0.001237223,0.001448264,0.0007636881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777185,"about_ca_system_score_gemma":0.005765705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00476457,"about_ca_topic_score_gemma":0.005043664,"domain_scores_codex":[0.9939833,0.003207329,0.0004799152,0.0005741888,0.001135516,0.0006197908],"domain_scores_gemma":[0.9911066,0.005018072,0.0007775545,0.0005568483,0.001827749,0.0007132353],"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":[0.01650024,0.3322115,0.03071336,0.006854918,0.0005264373,0.0005826408,0.01880948,0.001684955,0.02011215,0.001658982,0.00457362,0.5657717],"study_design_scores_gemma":[0.04379121,0.7440594,0.1341438,0.001583832,0.001689839,0.0005276364,0.007208441,0.005998445,0.03125017,0.001358571,0.02809674,0.0002919125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495844,0.0003252542,0.002848495,0.0002963609,0.00008217119,0.04416607,0.0006212023,0.0001555954,0.001920465],"genre_scores_gemma":[0.8837158,0.001745756,0.04306341,0.001100607,0.0001674917,0.0651017,0.001239269,0.00007875732,0.003787173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009816994,"threshold_uncertainty_score":0.05191785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168711794140804,"score_gpt":0.4571597227983782,"score_spread":0.3402885433842979,"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."}}