{"id":"W3043430124","doi":"10.5430/jha.v9n3p30","title":"The ethics of rebuilding our country’s surgical platform after a pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postponement; Pandemic; Coronavirus disease 2019 (COVID-19); Foundation (evidence); Plan (archaeology); Health care; Business; Operations management; Public relations; Medicine; Engineering; Marketing; Political science; Economic growth; Economics; Law; Disease; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02993815,0.0003824961,0.0005298869,0.0007650991,0.02064603,0.01698195,0.001516724,0.01453436,0.005597834],"category_scores_gemma":[0.05289618,0.000472514,0.0005576557,0.0006070603,0.04453728,0.009430354,0.01210469,0.03374534,0.001731272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00897947,"about_ca_system_score_gemma":0.03226016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026096,"about_ca_topic_score_gemma":0.01498131,"domain_scores_codex":[0.9651374,0.02510389,0.0007631042,0.0009522224,0.003110381,0.004933008],"domain_scores_gemma":[0.9581903,0.01356731,0.002561,0.002491874,0.005330777,0.01785873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009442672,0.0001945587,0.004238614,0.00009687454,0.00004677128,0.001775306,0.03354187,0.0008631814,0.0004871481,0.5672651,0.3457082,0.04568793],"study_design_scores_gemma":[0.00003657881,0.0001915617,0.002480621,0.0009981148,0.00001919156,0.001069771,0.05400657,0.000713982,0.0004040005,0.2521641,0.687747,0.000168514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009860666,0.001786633,0.001649947,0.9471759,0.003726284,0.00001317017,0.00001062537,0.00002194502,0.03575492],"genre_scores_gemma":[0.5323052,0.004822294,0.003344789,0.4414728,0.004813185,0.00006318789,0.00002670973,0.0001452652,0.01300649],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02993815,"threshold_uncertainty_score":0.15833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07650769535775506,"score_gpt":0.4051782678673603,"score_spread":0.3286705725096053,"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."}}