{"id":"W4401014206","doi":"10.1016/b978-0-323-88459-4.00004-3","title":"The needs from the regulatory authorities' perspective—current status and worldwide initiatives","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Perspective (graphical); Current (fluid); Environmental planning; Political science; Business; Geography; Engineering; 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":[0.009931837,0.0004317657,0.0005737172,0.001655723,0.001715268,0.01200174,0.001601895,0.007031317,0.01919819],"category_scores_gemma":[0.008385527,0.0003092569,0.0003978373,0.004665426,0.003947817,0.009996525,0.003286191,0.005481489,0.002794652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003790881,"about_ca_system_score_gemma":0.01984625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007142041,"about_ca_topic_score_gemma":0.0114517,"domain_scores_codex":[0.996539,0.001115323,0.0002810295,0.0002363625,0.001206028,0.0006222283],"domain_scores_gemma":[0.9914823,0.004269657,0.0005939148,0.000183093,0.002312535,0.001158521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004734041,0.0001003605,0.0009527064,0.000978326,0.000008906586,0.0001215039,0.001532124,0.0004414813,0.000539823,0.4147255,0.2362801,0.3442718],"study_design_scores_gemma":[0.00001426069,0.00003795319,0.002827608,0.002840437,0.00001174532,0.000170618,0.005794405,0.0004147386,0.0001785677,0.07022272,0.9174567,0.0000302261],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004789504,0.2380442,0.002203555,0.5669996,0.005846717,0.00002407071,0.0002561629,0.00009916041,0.181737],"genre_scores_gemma":[0.175299,0.5086261,0.01327689,0.1213612,0.01313103,0.0001698924,0.0009764939,0.0001932711,0.1669662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01919819,"threshold_uncertainty_score":0.0642243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612797316462349,"score_gpt":0.3761049520450007,"score_spread":0.2148252203987657,"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."}}