{"id":"W4289704761","doi":"10.2196/35319","title":"Remote Moderator and Observer Experiences and Decision-making During Usability Testing of a Web-Based Empathy Training Portal: Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Mitacs","keywords":"Usability; Moderation; Web usability; Pluralistic walkthrough; Computer science; Think aloud protocol; Cognitive walkthrough; Empirical research; Applied psychology; Psychology; Human–computer interaction; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03579092,0.0005626952,0.0006214447,0.003984997,0.002986432,0.002905765,0.001218358,0.0008217929,0.003039548],"category_scores_gemma":[0.09177835,0.0005330197,0.0006651065,0.002771139,0.003059713,0.003173383,0.004647641,0.001142187,0.0004153588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003563518,"about_ca_system_score_gemma":0.002570296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498711,"about_ca_topic_score_gemma":0.002412235,"domain_scores_codex":[0.9675038,0.02483833,0.002165149,0.001742177,0.002426092,0.001324398],"domain_scores_gemma":[0.811309,0.1607691,0.008516066,0.005260697,0.01255156,0.001593611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002819877,0.0002084908,0.03241251,0.0007983818,0.0000283858,0.000523327,0.9019493,0.000174802,0.006139428,0.001172747,0.0009578713,0.05535279],"study_design_scores_gemma":[0.00008000778,0.0008629032,0.1330337,0.001402187,0.0001183212,0.0007739884,0.8192176,0.00404465,0.01198031,0.002155564,0.02617916,0.0001515259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732435,0.0001758295,0.01903305,0.000447011,0.00003604581,0.00204298,0.0002841321,0.0001041393,0.004633234],"genre_scores_gemma":[0.9759352,0.0002228127,0.01719659,0.0001806139,0.00003412016,0.003924208,0.0003612095,0.0001271003,0.002018249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03579092,"threshold_uncertainty_score":0.1892827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2799518351682722,"score_gpt":0.5217993476046174,"score_spread":0.2418475124363452,"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."}}