{"id":"W4386989259","doi":"10.1093/pch/pxad055.039","title":"Poster ID: 39 How is Paediatric Inpatient Care in Canadian Hospitals Structured to Respond to the Needs of Children with Medical Complexity?","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Medicine; Medical diagnosis; Health care; Inpatient care; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006449761,0.000323979,0.0004033802,0.001370354,0.009278821,0.003501137,0.002087124,0.001117566,0.0208719],"category_scores_gemma":[0.02306552,0.0003108128,0.0005762049,0.002806169,0.0017289,0.001306874,0.002588842,0.001252167,0.001486223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06796242,"about_ca_system_score_gemma":0.19171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9000518,"about_ca_topic_score_gemma":0.9587879,"domain_scores_codex":[0.99386,0.001407196,0.000265144,0.0003146682,0.001838715,0.002314126],"domain_scores_gemma":[0.9849842,0.001161134,0.00119854,0.0003202299,0.005691397,0.006644528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003421478,0.0002401661,0.2041383,0.003435291,0.00007037273,0.001230912,0.05445767,0.0007198948,0.001443465,0.004483887,0.4510544,0.2783835],"study_design_scores_gemma":[0.00009346188,0.0003045668,0.4883088,0.004707003,0.00007571734,0.0005876382,0.1335722,0.000607573,0.0007423481,0.0006970544,0.3701041,0.0001995232],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5296478,0.01428962,0.004552939,0.179116,0.005051896,0.005950474,0.01059048,0.0004836778,0.2503172],"genre_scores_gemma":[0.9484177,0.008884629,0.009245882,0.0134542,0.0005394082,0.001345405,0.001933894,0.0001030244,0.01607589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09994817,"threshold_uncertainty_score":0.4931042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989849229167539,"score_gpt":0.3248965068028842,"score_spread":0.3049980145112088,"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."}}