{"id":"W4210427377","doi":"10.33425/2639-9474.1191","title":"Avoidable Hospitalizations in Ages 0-17. What do Current Information Flows tell us?","year":2021,"lang":"en","type":"article","venue":"Nursing & Primary Care","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Residence; Childbirth; Medicine; Hospital discharge; Demography; Health care; Age groups; Pediatrics; Family medicine; Pregnancy; Political science; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001114548,0.0001535557,0.0002399622,0.002282814,0.0002617053,0.001133225,0.0003551485,0.0003076193,0.001833275],"category_scores_gemma":[0.006493451,0.0001279649,0.0003583644,0.003366459,0.0003311728,0.001299809,0.0005686182,0.0003480107,0.0001790969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008012593,"about_ca_system_score_gemma":0.0009795798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02074566,"about_ca_topic_score_gemma":0.01930501,"domain_scores_codex":[0.9993477,0.0001563295,0.0001200968,0.0001000275,0.0001268479,0.0001489315],"domain_scores_gemma":[0.9947488,0.001622579,0.00290518,0.0001510581,0.0002840458,0.0002884149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002285211,0.000006475832,0.9951549,0.00006285376,0.00001153226,0.00006624716,0.0002256046,0.00002457671,0.00001805702,0.00007002482,0.0003079086,0.004028978],"study_design_scores_gemma":[9.826094e-7,0.00001186975,0.9979912,0.0001243538,0.00001112458,0.0001667134,0.0007541937,0.00005584214,0.00001976381,0.00009879003,0.000762603,0.000002590644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821522,0.004957916,0.0002001506,0.001815197,0.00004599953,0.00002449635,0.008548911,0.000009923564,0.002245265],"genre_scores_gemma":[0.9918811,0.003639761,0.0001798568,0.0001776528,0.00008751431,0.0000206347,0.003796632,0.000002832034,0.0002141476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02074566,"threshold_uncertainty_score":0.04124981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192181832219461,"score_gpt":0.3536216715689088,"score_spread":0.3344034883469628,"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."}}