{"id":"W4241140268","doi":"10.2196/preprints.30797","title":"User-Centered Development and Testing of the Online Patient-Reported Outcomes, Burdens, and Experiences (PROBE) Survey and the myPROBE App and Integration With the Canadian Bleeding Disorder Registry: Mixed Methods Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Mobile apps; Android (operating system); Computer science; Scale (ratio); User interface; World Wide Web; Medicine; Psychology; Internet privacy; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.08819665,0.0008230669,0.0008942398,0.001650738,0.002822946,0.002918217,0.001763602,0.001087066,0.003777548],"category_scores_gemma":[0.0983806,0.001215122,0.001433799,0.001751349,0.002013502,0.001948105,0.002925594,0.001412418,0.0008947001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006335634,"about_ca_system_score_gemma":0.0231462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04121379,"about_ca_topic_score_gemma":0.06447138,"domain_scores_codex":[0.9520209,0.03454818,0.003363101,0.002415338,0.005189882,0.002462629],"domain_scores_gemma":[0.9027046,0.05698082,0.006828555,0.008460784,0.02214285,0.002882428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005132999,0.01770511,0.2891132,0.003002584,0.0004609021,0.0006912876,0.2787791,0.0008996532,0.00388117,0.001987866,0.01669607,0.3816501],"study_design_scores_gemma":[0.005116315,0.03692833,0.6934255,0.003211791,0.0007933037,0.0005347878,0.1772963,0.005664976,0.0100395,0.001879178,0.06432081,0.0007892209],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326113,0.0001515236,0.00824163,0.000656826,0.00007469882,0.05192293,0.001928897,0.0001578639,0.004254256],"genre_scores_gemma":[0.7158477,0.000405527,0.06547914,0.001767704,0.0001135065,0.2113181,0.001798675,0.00015583,0.003113796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9587862,"threshold_uncertainty_score":0.4664341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052382184181083,"score_gpt":0.2783615219831599,"score_spread":0.2378377001413491,"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."}}