{"id":"W4285269626","doi":"10.1139/facets-2021-0141","title":"Providing valid evidence for decision-making: the Drug Safety and Effectiveness Network Methods and Applications Group in Indirect Comparisons (DSEN MAGIC)","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa; Ottawa Hospital; Canada Research Chairs; University of Toronto; St. Michael's Hospital","funders":"","keywords":"MAGIC (telescope); Public relations; Medicine; Medical education; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01827962,0.0001359248,0.0003191615,0.0001208989,0.003249317,0.00003108992,0.000323604,0.00004630498,0.00006786134],"category_scores_gemma":[0.00319666,0.000109831,0.00002744188,0.0008315415,0.000100402,0.000178758,0.0005703573,0.0005379234,0.000005924857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003371004,"about_ca_system_score_gemma":0.0003320573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001747751,"about_ca_topic_score_gemma":0.0004246483,"domain_scores_codex":[0.9923003,0.005680011,0.0006613864,0.0004602518,0.0002848791,0.000613229],"domain_scores_gemma":[0.9374911,0.06170932,0.0003077887,0.0003068896,0.00006573289,0.0001192194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009350319,0.0000857241,0.7455049,0.00129572,0.00004073502,0.000001864302,0.04416926,0.004037716,0.0004265649,0.01809636,0.04020051,0.1452056],"study_design_scores_gemma":[0.001005379,0.0000827519,0.5686872,0.0004961638,0.00002382981,0.00000605164,0.005846927,0.005580941,0.00001220189,0.007582122,0.4104559,0.0002205158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.184416,0.001871123,0.7780858,0.01597177,0.0007988347,0.0179599,0.0002296443,0.0001364357,0.0005304929],"genre_scores_gemma":[0.9485055,0.00007953068,0.0416173,0.003811843,0.0001324805,0.005766435,0.000005429398,0.00002170818,0.00005983504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7640895,"threshold_uncertainty_score":0.9980483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5182053937960877,"score_gpt":0.684203663918134,"score_spread":0.1659982701220464,"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."}}