{"id":"W3174518935","doi":"10.1111/cch.12891","title":"Recommendations from parents, administrative staff and clinicians to improve paediatric ambulatory appointment scheduling","year":2021,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Health Services; Prairie Bible Institute; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Attendance; Ambulatory; Focus group; Stakeholder; Medicine; Notice; Family medicine; Nursing; Public relations; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.03481939,0.0005834522,0.0004952231,0.001041575,0.005823189,0.003751977,0.002105616,0.003497298,0.003277414],"category_scores_gemma":[0.07739849,0.000682944,0.000622245,0.001065791,0.003316671,0.004785712,0.004085783,0.004014066,0.0009379279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007223624,"about_ca_system_score_gemma":0.02072142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009412616,"about_ca_topic_score_gemma":0.01575321,"domain_scores_codex":[0.9510932,0.03939889,0.002328399,0.001373439,0.0032682,0.002537936],"domain_scores_gemma":[0.9369715,0.03512281,0.007361046,0.001718518,0.01059286,0.008233122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002077893,0.00022592,0.03064705,0.002548489,0.0000604571,0.002571794,0.7785415,0.0004512508,0.004076228,0.005054696,0.04584438,0.1297704],"study_design_scores_gemma":[0.00007508967,0.0004006927,0.01613454,0.004474975,0.00008018916,0.001133527,0.7505382,0.0006105909,0.001548747,0.003993953,0.2208426,0.0001669307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5540367,0.01031659,0.03758233,0.3313973,0.002191473,0.00259291,0.0008711371,0.0008216538,0.06018978],"genre_scores_gemma":[0.9201443,0.006018343,0.04729633,0.01945278,0.0002703889,0.001340435,0.00025872,0.0001414017,0.005077273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03481939,"threshold_uncertainty_score":0.1841447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06977471521550882,"score_gpt":0.4086258431162287,"score_spread":0.3388511279007199,"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."}}