{"id":"W4362670315","doi":"10.1186/s12911-023-02147-x","title":"Developing and testing the usability, acceptability, and future implementation of the Whole Day Matters Tool and User Guide for primary care providers using think-aloud, near-live, and interview procedures","year":2023,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Physical Activity and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association; Canadian Society for Exercise Physiology; Loyalist College; University of Victoria; University of Toronto; University of Ottawa; Queen's University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Usability; Debriefing; Focus group; Rigour; Think aloud protocol; Knowledge translation; Medical education; Applied psychology; Medicine; Computer science; Psychology; Human–computer interaction; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320003,0.0001271698,0.0003022948,0.0000405276,0.0003997652,0.0001346062,0.00007738618,0.00007822114,0.000003444681],"category_scores_gemma":[0.0007919945,0.00007024853,0.00002967622,0.0001726311,0.0002776202,0.0002911121,0.0005018769,0.0001697146,1.371171e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004021738,"about_ca_system_score_gemma":0.0004168825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003324423,"about_ca_topic_score_gemma":0.0001548346,"domain_scores_codex":[0.9986593,0.00005856334,0.0005576355,0.0001558756,0.0003842063,0.0001844704],"domain_scores_gemma":[0.997462,0.001997185,0.0001964505,0.0001442362,0.0001058527,0.0000942601],"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":[0.00005949818,0.00001676835,0.06295015,0.01167166,0.00002171647,5.94331e-7,0.02050719,0.000006782651,0.00004575304,0.0002709094,0.0002571458,0.9041919],"study_design_scores_gemma":[0.002037744,0.0002315505,0.8249283,0.003828913,0.0001354299,0.000102334,0.08373167,0.07857812,0.00003385464,0.004852682,0.001317142,0.0002222342],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865429,0.0003320334,0.01074352,0.001336657,0.00005261433,0.000946318,0.0000133985,0.00001616552,0.00001643224],"genre_scores_gemma":[0.8764794,0.0003553481,0.1189867,0.004031773,0.0001039285,0.00001714672,0.00001003207,0.0000138677,0.000001818578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9039696,"threshold_uncertainty_score":0.3074711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09416394973915448,"score_gpt":0.4062406137408974,"score_spread":0.3120766640017429,"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."}}