{"id":"W2913262020","doi":"10.2196/11300","title":"Challenges in the Development of e-Quit worRx: An iPad App for Smoking Cessation Counseling and Shared Decision Making in Primary Care","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Smoking cessation; Primary care; Quit smoking; Medicine; Family medicine; Mobile apps","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":[0.03741603,0.0008820868,0.0004624845,0.0007016496,0.001757799,0.00414377,0.002062795,0.001838892,0.002529022],"category_scores_gemma":[0.05137676,0.0005006175,0.00080796,0.0002361784,0.001553888,0.002499817,0.003151566,0.001783065,0.0007880845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049046,"about_ca_system_score_gemma":0.003675087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008913823,"about_ca_topic_score_gemma":0.002312155,"domain_scores_codex":[0.9717106,0.0217831,0.00148381,0.0008793373,0.003275886,0.0008672547],"domain_scores_gemma":[0.9412155,0.04965581,0.001696544,0.001937828,0.003946292,0.001548184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007382755,0.004185501,0.02697754,0.006192462,0.0001460993,0.00335586,0.1543002,0.001923761,0.02679768,0.002257615,0.01809763,0.7550273],"study_design_scores_gemma":[0.001595221,0.04058111,0.1168796,0.022161,0.001248432,0.01775736,0.2418719,0.03202151,0.066233,0.01470774,0.4439098,0.001033322],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8042251,0.002326759,0.1424206,0.01618797,0.000883977,0.01178267,0.000348455,0.002310225,0.01951434],"genre_scores_gemma":[0.4980855,0.002039696,0.4812312,0.003731914,0.0003316062,0.009022758,0.0003343734,0.0003123743,0.004910513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741603,"threshold_uncertainty_score":0.1978772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545144017775852,"score_gpt":0.4471919644171338,"score_spread":0.2926775626395486,"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."}}