{"id":"W3212786351","doi":"10.2196/30797","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","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada); Blackberry (Canada); Canadian Hemophilia Society; McMaster University; Impact","funders":"","keywords":"Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006677174,0.0001677863,0.0002822742,0.00006051477,0.0006288401,0.0001029391,0.00006741696,0.00004156637,0.000005549335],"category_scores_gemma":[0.0004529928,0.0000646785,0.00001557189,0.0002310087,0.0004097502,0.00004757024,0.0001172015,0.0001919133,2.073557e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004581998,"about_ca_system_score_gemma":0.0002065583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0247015,"about_ca_topic_score_gemma":0.2948105,"domain_scores_codex":[0.998629,0.0003664581,0.0002631303,0.0002712224,0.0002841123,0.0001860833],"domain_scores_gemma":[0.9989623,0.0003884467,0.0001376889,0.0002230271,0.0001717279,0.0001168023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004187952,0.0001140856,0.9559845,0.0000250623,0.0001377169,0.000008394122,0.03681948,9.079791e-8,0.0002578501,0.000008079866,0.00001457094,0.006588287],"study_design_scores_gemma":[0.001616275,0.0002147763,0.9210889,0.00007331754,0.00004972036,0.00001365243,0.07613851,0.00002427024,0.0006032899,0.000003810721,0.00009858164,0.0000748944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978673,0.0002565145,0.000006268232,0.0006452241,0.00002892569,0.001152069,0.000005968475,0.000009623725,0.00002812693],"genre_scores_gemma":[0.999008,0.000007288663,0.0005324629,0.00002764467,0.000008187856,0.00006994059,0.00003072039,0.0000117059,0.0003040695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2701091,"threshold_uncertainty_score":0.9817931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801797894211608,"score_gpt":0.3697638233382535,"score_spread":0.2895840339170928,"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."}}