{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0972129,0.001014865,0.001099013,0.002215495,0.002655819,0.00292392,0.002048239,0.001139868,0.002735787],"category_scores_gemma":[0.09525392,0.001197158,0.001592579,0.001899526,0.001954943,0.001894235,0.002900466,0.001410786,0.0007280771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005763825,"about_ca_system_score_gemma":0.02139935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02959868,"about_ca_topic_score_gemma":0.05151189,"domain_scores_codex":[0.9474611,0.03646529,0.003270524,0.002965983,0.007261955,0.002575248],"domain_scores_gemma":[0.8985162,0.05382754,0.006513595,0.008743043,0.02968177,0.002717861],"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":[0.005423141,0.02668168,0.2903291,0.003334554,0.0007521499,0.0009532311,0.2473397,0.001179812,0.004497996,0.002284367,0.008663157,0.4085611],"study_design_scores_gemma":[0.006061906,0.05419746,0.6589683,0.004282945,0.00148329,0.001065392,0.1803782,0.01120849,0.01416223,0.00260036,0.06463419,0.0009571545],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388975,0.0002052069,0.01039009,0.0003342283,0.00004952475,0.0454163,0.001195143,0.000119762,0.003392195],"genre_scores_gemma":[0.7434778,0.000588519,0.08733906,0.001177363,0.00009005874,0.1629468,0.001429128,0.0001612611,0.002790104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0972129,"threshold_uncertainty_score":0.5141171,"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."}}