{"id":"W2805952772","doi":"10.3390/children5060069","title":"Specialized Care without the Subspecialist: A Value Opportunity for Secondary Care","year":2018,"lang":"en","type":"article","venue":"Children","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Commonwealth Fund","keywords":"Value (mathematics); Medicine; Psychology; Computer science","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":[0.006020821,0.0004379078,0.0006006546,0.0004495016,0.004033796,0.005184357,0.002738658,0.02079915,0.002828016],"category_scores_gemma":[0.02684905,0.0002727492,0.001065995,0.0004303288,0.01055843,0.004629098,0.003323303,0.02136501,0.0005670173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006431304,"about_ca_system_score_gemma":0.01604408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453967,"about_ca_topic_score_gemma":0.04468137,"domain_scores_codex":[0.9910673,0.004396471,0.000605699,0.0008964426,0.001945372,0.001088691],"domain_scores_gemma":[0.9815531,0.01161855,0.001146978,0.0004285599,0.003313351,0.00193953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005939091,0.00003311452,0.000739557,0.0005095376,0.00002051833,0.001355683,0.003275711,0.0001548395,0.0003437258,0.1513186,0.8185691,0.02362024],"study_design_scores_gemma":[0.00006728991,0.00008036462,0.001338802,0.00251585,0.00003861556,0.001338114,0.003955635,0.0004027923,0.0003129214,0.05328527,0.9365886,0.00007573686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0011615,0.004781772,0.0007571601,0.9646348,0.02164187,0.00002275356,0.00001463272,0.00001341481,0.006972094],"genre_scores_gemma":[0.03427979,0.005557747,0.001321543,0.9146511,0.0382843,0.00008100075,0.00001510351,0.00002388286,0.005785609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02079915,"threshold_uncertainty_score":0.04666263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0549944933607516,"score_gpt":0.4019051253332548,"score_spread":0.3469106319725032,"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."}}