{"id":"W4404336500","doi":"10.1542/peds.2023-065553","title":"Clinical Pathways Programs in Children’s Hospitals","year":2024,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical pathway; Context (archaeology); Family medicine; Multidisciplinary approach; Quarter (Canadian coin); Cross-sectional study; Care pathway; Nursing; Health care","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":[0.003254005,0.0002156683,0.0001375531,0.00140237,0.001039313,0.001264062,0.0009228676,0.0005109741,0.006685643],"category_scores_gemma":[0.01937091,0.000328396,0.0002050309,0.002289903,0.001080592,0.001693545,0.003309482,0.001002915,0.0002768016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248682,"about_ca_system_score_gemma":0.009747218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009172889,"about_ca_topic_score_gemma":0.01640541,"domain_scores_codex":[0.9939122,0.001946669,0.000698138,0.0007799947,0.00130196,0.001360975],"domain_scores_gemma":[0.9475219,0.007760443,0.02616835,0.00116136,0.00367512,0.01371286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005460784,0.0001534064,0.9679524,0.0001986671,0.00001751792,0.0002265231,0.001421671,0.0001696539,0.0002303949,0.0005184582,0.00358463,0.02547207],"study_design_scores_gemma":[0.00002516119,0.0003183852,0.9847795,0.0003414107,0.00001023504,0.0009397884,0.005927773,0.0002330029,0.0002297327,0.0002130628,0.006968061,0.00001394155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993731,0.000530522,0.0002781528,0.001871668,0.00003790199,0.0001041113,0.000590389,0.00003549716,0.002820662],"genre_scores_gemma":[0.9967573,0.0006169285,0.001036781,0.0004917148,0.00003334963,0.0001243343,0.0004973648,0.000009682553,0.0004325261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009172889,"threshold_uncertainty_score":0.03082645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2160620495047763,"score_gpt":0.4724255459453483,"score_spread":0.256363496440572,"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."}}