{"id":"W4255846170","doi":"10.1186/s41687-018-0079-9","title":"Proceedings of the 4th Annual PROMIS® Health Organization Conference: Global Advances in Methodology and Clinical Science","year":2018,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Family and Disability Support Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Zogenix; National Institutes of Health; National Institute on Disability, Independent Living, and Rehabilitation Research; Graduate School of Public Health, University of Pittsburgh; University of Pittsburgh; Patient-Centered Outcomes Research Institute","keywords":"Management science; Data science; Engineering ethics; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.004115961,0.0001080711,0.0004818976,0.0001398325,0.0001106856,0.00002192819,0.0003293535,0.00009814502,0.0001127608],"category_scores_gemma":[0.006311192,0.00006577962,0.00007187088,0.001003672,0.001534058,0.0004123993,0.0001393628,0.0002901983,0.000001817135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047875,"about_ca_system_score_gemma":0.000874474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528015,"about_ca_topic_score_gemma":0.0001025895,"domain_scores_codex":[0.9971523,0.0002384421,0.001475133,0.0002598638,0.0005692242,0.0003050404],"domain_scores_gemma":[0.99605,0.0002714147,0.001517929,0.0001660674,0.00183313,0.0001614746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001340099,0.0003034066,0.9840825,0.00002204615,0.0000316635,0.000004367391,0.003017827,3.166218e-7,0.00007702447,0.001925972,0.0003763425,0.0100245],"study_design_scores_gemma":[0.0008898443,0.001203041,0.9839222,0.00003892348,0.00001604314,0.0001656483,0.01144779,0.000003521113,0.0002177172,0.001769446,0.0002659975,0.0000598308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961429,0.0001324806,0.00005842555,0.001230457,0.0009624275,0.0002903931,0.000005658716,0.000005884579,0.001171405],"genre_scores_gemma":[0.9981298,0.00002907796,0.001485205,0.0002534591,0.00005459436,0.000001450816,4.485184e-7,0.000005241078,0.00004076071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009964671,"threshold_uncertainty_score":0.7555543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09417187053807925,"score_gpt":0.4788842604697228,"score_spread":0.3847123899316436,"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."}}