{"id":"W3153185305","doi":"10.15621/ijphy/2021/v8i1/904","title":"The Prevalence of No-Shows and Cancellations Rate in Outpatient Physical Therapy Practice and Its Relationship to Age and Gender","year":2021,"lang":"en","type":"article","venue":"International Journal of Physiotherapy","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"START Clinic","funders":"","keywords":"Medicine; Attendance; Forgetting; Revenue; Emergency department; Family medicine; Demography; Nursing; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006886517,0.0000758669,0.0001395531,0.00007692325,0.0002182566,0.00003289419,0.00008293963,0.00004782822,0.00002442434],"category_scores_gemma":[0.000695406,0.00005480531,0.00002302819,0.0001180914,0.00003202293,0.0002412789,0.00002371844,0.000280114,0.000001484573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006274838,"about_ca_system_score_gemma":0.0002651436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003754562,"about_ca_topic_score_gemma":0.0000808667,"domain_scores_codex":[0.9985324,0.0005579485,0.0004425602,0.0001203895,0.0002410707,0.0001056866],"domain_scores_gemma":[0.9967785,0.001428162,0.0003014963,0.00007988506,0.001339982,0.00007200265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004019821,0.001900033,0.3633681,0.001080442,0.0008680816,0.0001362445,0.2725176,0.0169062,0.1799575,0.09162422,0.0016408,0.06598094],"study_design_scores_gemma":[0.003541304,0.0004982415,0.9615399,0.0006222205,0.00002516769,0.00002473463,0.002970478,0.0145148,0.0008333755,0.004251181,0.01095864,0.0002199564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896477,0.00183978,0.000485263,0.007226614,0.0003283315,0.0002612065,0.00001678439,0.000002797289,0.0001914815],"genre_scores_gemma":[0.9865525,0.009677557,0.002055879,0.001021587,0.0002329552,0.00001423372,0.000002091057,0.000009989358,0.0004332229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5981718,"threshold_uncertainty_score":0.2234896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08847477786966254,"score_gpt":0.478880311566372,"score_spread":0.3904055336967094,"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."}}