{"id":"W3184969801","doi":"10.2196/29558","title":"Multiple Sclerosis Progression Discussion Tool Usability and Usefulness in Clinical Practice: Cross-sectional, Web-Based Survey","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Novartis Pharma","keywords":"Usability; Likert scale; Medicine; Cross-sectional study; Computer-assisted web interviewing; Scale (ratio); Health professionals; System usability scale; Descriptive statistics; Health care; Psychology; Web usability; Computer science; Pathology; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0102533,0.0001984171,0.000547268,0.001552831,0.0005537759,0.001032535,0.0003646332,0.0007761577,0.001378819],"category_scores_gemma":[0.02243838,0.0003572336,0.0005711282,0.001326832,0.0005751939,0.001418348,0.001215173,0.0007128131,0.0002466807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007512938,"about_ca_system_score_gemma":0.0008621661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545246,"about_ca_topic_score_gemma":0.00159148,"domain_scores_codex":[0.9937177,0.003099618,0.001042323,0.0004157131,0.001269276,0.0004553792],"domain_scores_gemma":[0.9769876,0.01252417,0.005950654,0.0004236082,0.002833464,0.001280509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337665,0.0003440547,0.9749854,0.0003447977,0.00006738786,0.0002143541,0.009455488,0.0001158782,0.0003855331,0.00003677544,0.0005413582,0.01337514],"study_design_scores_gemma":[0.00002738396,0.0009243396,0.9817654,0.0001420158,0.00003232425,0.0007434647,0.01412856,0.0006279239,0.0001865211,0.00003114988,0.001363993,0.00002687352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998774,0.0001578534,0.0001632654,0.0001288029,0.000003617007,0.0001381412,0.0002130941,0.000006700524,0.0004145766],"genre_scores_gemma":[0.9987373,0.0001826871,0.0005571555,0.000094403,0.000006226915,0.0001951823,0.0001341971,0.000002883117,0.00008996957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102533,"threshold_uncertainty_score":0.05422527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3318293139719341,"score_gpt":0.543052182279079,"score_spread":0.2112228683071449,"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."}}