{"id":"W3180992981","doi":"10.1101/2021.06.29.21259431","title":"The development and usability testing of digital knowledge translation tools for parents of children with acute otitis media","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Networks of Centres of Excellence of Canada","keywords":"Usability; Context (archaeology); Computer science; Psychology; Multimedia; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006637055,0.0001751699,0.0002891888,0.00005087552,0.0001172547,0.0002773456,0.0006040065,0.0000639453,5.450815e-7],"category_scores_gemma":[0.0004708366,0.0001241981,0.00005857605,0.0001963803,0.000143006,0.0001801987,0.0006500015,0.0001553653,5.80782e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002582538,"about_ca_system_score_gemma":0.0002179842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005683806,"about_ca_topic_score_gemma":0.0001161509,"domain_scores_codex":[0.9986393,0.0000685551,0.000431796,0.0004499821,0.0002303302,0.0001799847],"domain_scores_gemma":[0.9980025,0.0009362369,0.0002676403,0.0004636829,0.0002802099,0.00004977319],"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":[0.00001077099,0.0001076732,0.2929383,0.0002897502,0.0002718045,9.435366e-7,0.006686565,0.0000878878,0.00001763758,0.0003334234,0.000005907885,0.6992494],"study_design_scores_gemma":[0.001015386,0.0002159366,0.9748081,0.001042417,0.0001710004,0.000008546951,0.0005523808,0.01396242,0.006193707,0.0008703201,0.0006019467,0.0005578301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833751,0.0004643334,0.114634,0.00007688443,0.0002055519,0.0004671882,0.00001681207,0.00003678021,0.0007233238],"genre_scores_gemma":[0.9468856,0.00001788771,0.05292506,0.000001402225,0.00002597103,0.00006043084,0.00004136116,0.000009753883,0.00003251921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6986915,"threshold_uncertainty_score":0.5064653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536699122610604,"score_gpt":0.2732324564540342,"score_spread":0.2078654652279281,"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."}}