{"id":"W3008641171","doi":"10.2196/16507","title":"App-based Self-administrable Clinical Tests of Physical Function: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Usability; Medicine; Psychology; Computer science; Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006892952,0.0001894497,0.0008799616,0.00003674921,0.0002111881,0.000009494196,0.00005142342,0.00009345535,0.00001057702],"category_scores_gemma":[0.0001047545,0.0001559797,0.00005990292,0.0002448442,0.0001370912,0.00007013258,0.00004284935,0.0005337684,0.000009518682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007046903,"about_ca_system_score_gemma":0.001908455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005881508,"about_ca_topic_score_gemma":0.00003271345,"domain_scores_codex":[0.9978301,0.0002107571,0.0006811094,0.0005447528,0.0003401338,0.000393173],"domain_scores_gemma":[0.9977102,0.0004051087,0.0002190204,0.0002150249,0.00008257465,0.001368057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004092414,0.02531912,0.8719547,0.01351743,0.00008792473,0.00001700782,0.006491319,0.000001372894,0.00004981518,0.0005427566,0.0006408226,0.07728533],"study_design_scores_gemma":[0.003677604,0.01559913,0.9746543,0.00005637261,0.0001225555,0.000002853231,0.0004343336,0.0008781403,0.00004877409,0.00007955882,0.004319251,0.0001270826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921469,0.00007833445,0.00004538803,0.006115616,0.00005539938,0.001202148,0.000007684552,0.0001042219,0.0002442796],"genre_scores_gemma":[0.9959431,0.00002608772,0.0008220548,0.002780393,0.0003481062,0.00004564187,0.000009358603,0.00001427422,0.00001094783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1026996,"threshold_uncertainty_score":0.6360669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483575001991926,"score_gpt":0.4471526261293675,"score_spread":0.2987951259301749,"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."}}