{"id":"W4322724648","doi":"10.1542/peds.146.1ma3.203","title":"ImPACTS: A Collaborative Improvement Intervention Involving Children's Hospitals and General Hospitals Improves Pediatric Readiness.","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intervention (counseling); Family medicine; Pediatrics; Medical emergency; Nursing","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":[0.005763183,0.0008519263,0.0004957516,0.001022601,0.002206428,0.001661559,0.001791924,0.001101738,0.008694197],"category_scores_gemma":[0.01786305,0.0004090586,0.0007564368,0.0008753485,0.0008625802,0.001669563,0.006522428,0.002159254,0.0007800972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003719724,"about_ca_system_score_gemma":0.02592047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01865182,"about_ca_topic_score_gemma":0.04718569,"domain_scores_codex":[0.9900538,0.0047306,0.0003420325,0.0009914199,0.002178635,0.001703612],"domain_scores_gemma":[0.9881712,0.001548407,0.001670686,0.0008709645,0.001326475,0.006412384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001933214,0.02774821,0.09873566,0.000992501,0.0004074401,0.0005010858,0.006016799,0.003096052,0.002484647,0.002941281,0.06796205,0.787181],"study_design_scores_gemma":[0.007017246,0.02898785,0.8380716,0.002264669,0.001145074,0.0008065532,0.02541522,0.006812109,0.007058501,0.004772114,0.07739049,0.000258527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113455,0.0009176342,0.01140047,0.02033021,0.001036829,0.005225559,0.0008909021,0.002268939,0.04658387],"genre_scores_gemma":[0.9618398,0.0005714401,0.02672686,0.002229452,0.0001532724,0.001756478,0.0005579932,0.00006559914,0.006099039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01865182,"threshold_uncertainty_score":0.03708649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469485011914243,"score_gpt":0.323910249695599,"score_spread":0.3092153995764565,"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."}}