{"id":"W4403426131","doi":"10.1007/978-3-031-62877-1_5","title":"Goals and Metrics of Success","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"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":[0.002045793,0.0009466553,0.0004160364,0.002629352,0.001028452,0.006017626,0.0006088502,0.001100566,0.008821872],"category_scores_gemma":[0.004973989,0.0003024294,0.0003231449,0.003252331,0.003879706,0.004725697,0.002045845,0.002235709,0.003474962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003323557,"about_ca_system_score_gemma":0.002604997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456851,"about_ca_topic_score_gemma":0.005633793,"domain_scores_codex":[0.9979259,0.0008121342,0.00008863833,0.0001417338,0.0008846652,0.0001468856],"domain_scores_gemma":[0.9983873,0.0007319562,0.0001580073,0.0001196072,0.0004411624,0.0001618826],"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":[0.00000470699,0.00001876871,0.000750494,0.00005022964,0.000005845248,0.00001755073,0.001008832,0.0004881509,0.00006268121,0.8919697,0.04565774,0.05996514],"study_design_scores_gemma":[0.000002109612,0.0000300173,0.0029373,0.0002455155,0.000005377757,0.00009297805,0.001917345,0.001046258,0.0001271259,0.7877833,0.2057942,0.00001840285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004044157,0.006265386,0.03536687,0.009316511,0.0005838756,0.00007532988,0.0003756704,0.0001566674,0.9438156],"genre_scores_gemma":[0.3871392,0.01765416,0.06559329,0.003686571,0.001061136,0.001048309,0.001221395,0.0004776083,0.5221184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008821872,"threshold_uncertainty_score":0.02951211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143290677925854,"score_gpt":0.4595223504938875,"score_spread":0.3162316725680335,"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."}}