{"id":"W4387571649","doi":"10.12927/hcpol.2023.27184","title":"Appendix 4: Program Integration Rating Tool","year":2023,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001962511,0.0002689645,0.0003778365,0.0007167156,0.0006039087,0.0007292084,0.0007942601,0.0002889525,0.0001152919],"category_scores_gemma":[0.002410551,0.0002717061,0.0002529492,0.006717884,0.0002100695,0.0006982181,0.0005062396,0.0007553882,0.006942478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005111604,"about_ca_system_score_gemma":0.00208469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02494412,"about_ca_topic_score_gemma":0.001427818,"domain_scores_codex":[0.995395,0.0008665695,0.0006767732,0.0007833162,0.0008717089,0.001406617],"domain_scores_gemma":[0.9974126,0.000535663,0.0001498032,0.0009390259,0.0005337414,0.0004291531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004294785,0.0001010304,0.001318662,0.0004672809,0.00001902827,0.0000343004,0.002232607,0.00007309103,0.00002102947,0.1677496,0.008980242,0.8189989],"study_design_scores_gemma":[0.000419355,0.0007422228,0.01007799,0.0007809212,0.00001688909,0.00006332066,0.0006424398,0.5667626,0.0003592176,0.04000342,0.3795132,0.0006184497],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03296985,0.005572231,0.05288927,0.8995146,0.001999485,0.002249209,0.00009137951,0.002866759,0.001847287],"genre_scores_gemma":[0.9069785,0.006275287,0.03474974,0.006161285,0.007207088,0.0008564743,0.0004950974,0.0001137896,0.03716278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8933532,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09879328276944219,"score_gpt":0.4364136695571837,"score_spread":0.3376203867877415,"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."}}