{"id":"W2616088268","doi":"10.3899/jrheum.161119","title":"The OMERACT First-time Participant Program: Fresh Eye from the New Guys","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Heart Institute; University of Ottawa","funders":"","keywords":"Medicine; Evening; Session (web analytics); Physical therapy; Feeling; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009892561,0.0001196424,0.0003609233,0.00001965498,0.0008804036,0.00007031792,0.0005940961,0.0000757277,0.000259854],"category_scores_gemma":[0.001696362,0.00004254908,0.0002064059,0.00004196972,0.0005115561,0.0000911806,0.00007845699,0.000383249,0.00008622729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001630002,"about_ca_system_score_gemma":0.0001478981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307174,"about_ca_topic_score_gemma":0.000798488,"domain_scores_codex":[0.9986748,0.0002234359,0.0004987459,0.00008305816,0.0002572977,0.0002626562],"domain_scores_gemma":[0.9970337,0.001341913,0.0007022806,0.0006804433,0.0001318335,0.0001098724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002098939,0.0006399971,0.5124255,0.00009748722,0.001825406,0.00002227687,0.01232125,0.00005711704,0.001303696,0.001784755,0.3097245,0.157699],"study_design_scores_gemma":[0.002720479,0.001278473,0.8376428,0.0003898738,0.0005948019,0.0004038477,0.002138691,0.0007317422,0.00004869888,0.009124487,0.1447857,0.0001404212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568275,0.0027989,0.0000521049,0.1391919,0.0004405744,0.0003134349,0.000001507184,0.00001021419,0.0003639126],"genre_scores_gemma":[0.9970136,0.001962119,0.000197593,0.0002217053,0.00007295189,0.000006307393,0.000001560952,0.00001414045,0.0005100214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3252173,"threshold_uncertainty_score":0.6771442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241215451325076,"score_gpt":0.3226862692351302,"score_spread":0.3002741147218795,"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."}}