{"id":"W4212895216","doi":"10.2196/32960","title":"Formative Provider Testing of a New Encounter Decision Aid for Smoking Cessation: Questionnaire Study","year":2022,"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":"","keywords":"Smoking cessation; Medicine; Formative assessment; Family medicine; Usability; Test (biology); Medical education; Nursing; Psychology","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":[0.03054895,0.0006074454,0.0007182717,0.001129071,0.0009379511,0.00126788,0.0007643033,0.0008889532,0.002090627],"category_scores_gemma":[0.07173408,0.0006761769,0.0009114449,0.0009066568,0.0009606287,0.001377848,0.001474729,0.001271068,0.0006492049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002091038,"about_ca_system_score_gemma":0.002698546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753563,"about_ca_topic_score_gemma":0.002355653,"domain_scores_codex":[0.9831675,0.01147699,0.001578309,0.00100511,0.001908046,0.0008641569],"domain_scores_gemma":[0.9342252,0.04497328,0.005320796,0.00286852,0.01032857,0.002283672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003283532,0.03969402,0.6624325,0.001674064,0.0003259266,0.0009775379,0.1064432,0.00109156,0.00340203,0.0006890332,0.004862858,0.1751237],"study_design_scores_gemma":[0.003698793,0.08108909,0.8200248,0.0006787953,0.0003624535,0.001418936,0.05642543,0.008449581,0.004562249,0.0005663683,0.02246278,0.0002607112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936541,0.00006349404,0.00167238,0.0001782911,0.00002611657,0.003202484,0.0002586048,0.00002388552,0.0009205872],"genre_scores_gemma":[0.9759836,0.0002290347,0.01454832,0.0006981497,0.00004758491,0.006927659,0.0004556117,0.00003256352,0.001077558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03054895,"threshold_uncertainty_score":0.1615602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238697160142634,"score_gpt":0.4536820940170335,"score_spread":0.3298123780027701,"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."}}