{"id":"W2586066244","doi":"10.2196/mhealth.6684","title":"Latino Adults’ Perspectives on Treating Tobacco Use Via Social Media","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Environmental health; Psychology; Medicine; Computer science; Internet privacy; World Wide Web","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":[0.004867586,0.0003253589,0.0003049312,0.0005173573,0.004131193,0.00350749,0.00057326,0.001537651,0.004912007],"category_scores_gemma":[0.006500736,0.000265417,0.0005191072,0.0003303441,0.002257164,0.002873177,0.002915879,0.002432088,0.0003720384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335052,"about_ca_system_score_gemma":0.002546563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007995434,"about_ca_topic_score_gemma":0.01463641,"domain_scores_codex":[0.9974759,0.001784749,0.00009175901,0.00009805448,0.000244749,0.0003047616],"domain_scores_gemma":[0.9970117,0.001481712,0.0003573934,0.00006467255,0.0003550815,0.0007294567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001212289,0.0002712411,0.0295005,0.0007241978,0.00005010483,0.00174829,0.8893718,0.000054434,0.003322867,0.002824352,0.0111194,0.06089164],"study_design_scores_gemma":[0.00002634544,0.0001906002,0.009770872,0.000736665,0.00004066786,0.0007352602,0.9132068,0.00008248443,0.000300698,0.0005884457,0.0742927,0.00002845932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496075,0.01086057,0.001452571,0.08543447,0.0008940716,0.0002046586,0.0002092027,0.00007430845,0.05126258],"genre_scores_gemma":[0.9705513,0.007084345,0.001124365,0.01558274,0.0002793989,0.000184469,0.00007394711,0.00003515975,0.00508426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007995434,"threshold_uncertainty_score":0.02574253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0934611682579985,"score_gpt":0.4070003740116202,"score_spread":0.3135392057536217,"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."}}