{"id":"W4403162093","doi":"10.2196/55032","title":"Collecting Feedback From Neurologists and Patients to Guide Development of a Parkinson Disease App (DigiPark): Qualitative, Noninterventional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Psychology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0288581,0.0006605598,0.0009375589,0.001727012,0.005154124,0.002508832,0.001467927,0.001655517,0.002148972],"category_scores_gemma":[0.04877174,0.0005290598,0.0006518156,0.001001866,0.00364925,0.002170445,0.003910815,0.002358983,0.0005028057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004377986,"about_ca_system_score_gemma":0.006361464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003608004,"about_ca_topic_score_gemma":0.008917606,"domain_scores_codex":[0.9787883,0.01645116,0.0008236517,0.00107042,0.001381107,0.001485344],"domain_scores_gemma":[0.929532,0.05424516,0.002707208,0.001156056,0.008918136,0.003441519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002356016,0.0007906924,0.0114631,0.001327095,0.0000293071,0.001007159,0.958459,0.00008163096,0.001789301,0.0003380972,0.002050971,0.02242791],"study_design_scores_gemma":[0.0001299158,0.0009894756,0.00970555,0.0009921483,0.0000354925,0.0003854312,0.9741373,0.000306891,0.0009501725,0.0003150556,0.01198582,0.00006673988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877586,0.0007184742,0.004092813,0.001737016,0.0001145768,0.002304814,0.000436696,0.00004039759,0.002796653],"genre_scores_gemma":[0.9788149,0.000946776,0.008697082,0.003033248,0.0000484848,0.00602319,0.000270842,0.00004517423,0.002120299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0288581,"threshold_uncertainty_score":0.1526181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05602901817766945,"score_gpt":0.3824003507804895,"score_spread":0.32637133260282,"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."}}