{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004638954,0.000222401,0.0003733402,0.0001132953,0.002374582,0.00004823277,0.00006221611,0.0001754666,0.00009768794],"category_scores_gemma":[0.0002458645,0.0002195493,0.00002560151,0.0002383397,0.00002178734,0.00009728374,0.0001522122,0.0005050992,0.00004442303],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326093,"about_ca_system_score_gemma":0.005923829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002036024,"about_ca_topic_score_gemma":0.001659544,"domain_scores_codex":[0.9971801,0.0004391409,0.001010849,0.0006275448,0.0002086442,0.0005337012],"domain_scores_gemma":[0.9979095,0.0002499087,0.0002227636,0.000249106,0.0004249633,0.0009437454],"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":[0.00008494314,0.0003023121,0.05381436,0.0009208909,0.00009981972,0.00001237165,0.1605475,0.0001191385,0.000007422454,0.00117308,0.002589124,0.780329],"study_design_scores_gemma":[0.004323345,0.001011368,0.05722844,0.002003419,0.00003978783,0.000007292962,0.48801,0.0008665388,0.0001533,0.0001158393,0.4451111,0.001129496],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886336,0.01888889,0.03295767,0.05266446,0.002866901,0.003791974,0.0006162737,0.0002332785,0.001644591],"genre_scores_gemma":[0.679034,0.005791953,0.2844346,0.0263775,0.0006152744,0.0006285689,0.002849577,0.00005763915,0.0002108182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7791996,"threshold_uncertainty_score":0.9997116,"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."}}