{"id":"W4220853067","doi":"10.1186/s12874-022-01562-4","title":"Developing a tool to assess the skills to perform a health technology assessment","year":2022,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Norwegian Institute of Public Health","keywords":"Health technology; Resource (disambiguation); MEDLINE; Health care; Medical education; Knowledge management; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.39401,0.0002074703,0.001451945,0.001712274,0.001584428,0.00007322743,0.001976427,0.0002299282,0.004818959],"category_scores_gemma":[0.2223491,0.000203177,0.0001181496,0.002103954,0.0002658353,0.0001022899,0.002034845,0.001826428,0.001439521],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003936066,"about_ca_system_score_gemma":0.00850263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357622,"about_ca_topic_score_gemma":0.001293138,"domain_scores_codex":[0.9600085,0.0287092,0.005758244,0.001610916,0.001506532,0.00240661],"domain_scores_gemma":[0.9428356,0.05365573,0.0008912606,0.001367256,0.0002666331,0.0009834908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004513682,0.0001547074,0.01990161,0.0003371607,0.00005955103,0.000007712526,0.002781313,0.0002329991,0.00000438018,0.892123,0.06181123,0.02254117],"study_design_scores_gemma":[0.0007939176,0.001034084,0.02892742,0.00009857655,0.000002071541,0.00008021928,0.01534781,0.003486571,0.00000861608,0.0725313,0.8772954,0.0003939841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.09328306,0.0006313597,0.4143908,0.4881313,0.0007998337,0.001844704,0.00006445117,0.00006191902,0.0007925791],"genre_scores_gemma":[0.0723636,0.0002844699,0.7685056,0.149462,0.0007959443,0.006906515,0.00003043589,0.00008209168,0.001569261],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8195918,"threshold_uncertainty_score":0.9998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9157369298083231,"score_gpt":0.6970118538855636,"score_spread":0.2187250759227595,"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."}}