{"id":"W4313237069","doi":"10.1007/s12350-022-03036-y","title":"Developing a framework for evaluating and comparing risk models","year":2022,"lang":"en","type":"editorial","venue":"Journal of Nuclear Cardiology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Pfizer","keywords":"Medicine; MEDLINE; Medical physics","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":[0.0378611,0.00326562,0.003330071,0.004746133,0.002263114,0.01295914,0.004855012,0.01264244,0.005468637],"category_scores_gemma":[0.1516326,0.001100661,0.002618564,0.002487043,0.005869655,0.008497134,0.00253492,0.01921885,0.002593404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004207261,"about_ca_system_score_gemma":0.005153578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004639274,"about_ca_topic_score_gemma":0.009174663,"domain_scores_codex":[0.977051,0.01170812,0.002580952,0.0009067488,0.007450035,0.0003032458],"domain_scores_gemma":[0.8466674,0.1190409,0.002747256,0.003252066,0.02633482,0.001957569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004195932,0.00003310656,0.0001214789,0.0004514495,0.0001808187,0.0001493069,0.00007775352,0.003145407,0.00008102169,0.04050681,0.919813,0.03539784],"study_design_scores_gemma":[0.0002150128,0.00007743406,0.0004924274,0.001377848,0.00036163,0.0002426411,0.0001943828,0.02939037,0.0002855436,0.2297347,0.7375097,0.0001183685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004223553,0.02311761,0.08068968,0.1120575,0.7772027,0.000134362,0.0002998151,0.0005377934,0.005538099],"genre_scores_gemma":[0.01036796,0.01407707,0.06602266,0.01885205,0.8752077,0.0003536038,0.0002446081,0.0005505704,0.01432393],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0378611,"threshold_uncertainty_score":0.200231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.475917930583582,"score_gpt":0.4768622668263045,"score_spread":0.0009443362427224988,"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."}}