{"id":"W2802489412","doi":"10.2196/games.9599","title":"A Mobile Game to Support Smoking Cessation: Prototype Assessment","year":2018,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Smoking cessation; Computer science; Medicine; Psychology; Human–computer interaction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001973701,0.0001577448,0.0002215511,0.0001400039,0.00008631877,0.00006119152,0.0001010691,0.000108173,0.001816023],"category_scores_gemma":[0.00001667646,0.0001412443,0.00006484823,0.0003032942,0.00005917836,0.0001119332,0.00004667508,0.0001541049,0.00009713833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686534,"about_ca_system_score_gemma":0.0001765522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002637127,"about_ca_topic_score_gemma":0.00001079206,"domain_scores_codex":[0.9986866,0.00002684756,0.0002471247,0.0003199402,0.0004366761,0.0002827864],"domain_scores_gemma":[0.9991431,0.00001079346,0.00008011372,0.0003914425,0.0002127133,0.0001618408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003568065,0.0004848583,0.7485357,0.000144061,0.00007417458,0.00007553375,0.006506513,0.000004690304,0.01097613,0.0001881344,0.01233926,0.2203141],"study_design_scores_gemma":[0.0009911794,0.004557433,0.7978683,0.0001039405,0.0000702963,0.00007132613,0.0003653491,0.00002442433,0.007815357,0.00005405529,0.1878782,0.0002002211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867713,0.00000653484,0.0002799235,0.0002500279,0.0004410868,0.002255375,0.000005435825,0.0002192965,0.009771031],"genre_scores_gemma":[0.9941473,0.000004692975,0.0004862253,0.0007079506,0.000550708,0.001900667,0.00004843048,0.0000350345,0.002119001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201139,"threshold_uncertainty_score":0.9990965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487969846304521,"score_gpt":0.365304496522761,"score_spread":0.3404247980597158,"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."}}