{"id":"W3120953870","doi":"10.2760/28916","title":"The METIS model review","year":2020,"lang":"en","type":"article","venue":"Joint Research Centre (European Commission)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02698548,0.001957679,0.002736699,0.006292787,0.001310392,0.005937131,0.00637886,0.0039734,0.041383],"category_scores_gemma":[0.08984574,0.0008936061,0.003727597,0.006691618,0.00111347,0.004128495,0.003759235,0.004123428,0.01681625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007560747,"about_ca_system_score_gemma":0.02402424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316473,"about_ca_topic_score_gemma":0.008035731,"domain_scores_codex":[0.9669259,0.01644054,0.002213215,0.00184825,0.01177827,0.0007938069],"domain_scores_gemma":[0.933229,0.02076432,0.003981896,0.0078812,0.03296875,0.001174943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001552545,0.00006109535,0.0006408874,0.005656487,0.0005742977,0.0001903455,0.0001661888,0.02492331,0.0003910869,0.1861641,0.5825548,0.1985221],"study_design_scores_gemma":[0.00005940515,0.000108632,0.0006853662,0.00395203,0.0001986082,0.0001374287,0.00009931237,0.017528,0.000760738,0.05148888,0.9249079,0.00007362286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.004751288,0.1310262,0.3979566,0.1017584,0.02196446,0.003618504,0.0522861,0.008225189,0.2784134],"genre_scores_gemma":[0.1925299,0.2416808,0.2749949,0.01859231,0.01410297,0.01234622,0.09563372,0.01034081,0.1397783],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.041383,"threshold_uncertainty_score":0.1427146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7236482609106204,"score_gpt":0.501427169758076,"score_spread":0.2222210911525444,"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."}}