{"id":"W2187650834","doi":"","title":"Materials of Conferences","year":2014,"lang":"en","type":"article","venue":"CyberLeninK (CyberLeninka)","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Visual analogue scale; Osteoarthritis; Ultrasound; Physical therapy; Surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008753808,0.0002293429,0.000706976,0.00008904991,0.00008490986,0.00002572568,0.0003213296,0.0002399241,0.004384688],"category_scores_gemma":[0.0007488008,0.0001358109,0.0001436461,0.0003006861,0.0006860251,0.00007785868,0.0001024519,0.000178537,0.0001714486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001611712,"about_ca_system_score_gemma":0.0001516387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127517,"about_ca_topic_score_gemma":0.000009365697,"domain_scores_codex":[0.9977922,0.0001380838,0.0005902061,0.0004427002,0.0005844908,0.0004523282],"domain_scores_gemma":[0.9986295,0.0002669687,0.000219275,0.000352012,0.0001567317,0.0003755319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005191945,0.0007994933,0.1248948,0.000305397,0.0001638691,0.00003331431,0.0003303459,0.000001571033,0.5251861,0.1628995,0.008626814,0.1762396],"study_design_scores_gemma":[0.003405374,0.003479645,0.463507,0.0005792385,0.0002239684,0.0001463629,0.0002520864,0.0001403599,0.3627587,0.02094672,0.1438002,0.0007604036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224516,0.0001442946,0.0004185818,0.002210495,0.0004416359,0.0002743867,0.00001296049,0.0001086738,0.07393744],"genre_scores_gemma":[0.9946445,0.00006472275,0.001892529,0.0007538681,0.0004180251,0.00001902155,0.00003380065,0.000009992287,0.002163584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386122,"threshold_uncertainty_score":0.9965255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258078221692927,"score_gpt":0.2769033687846642,"score_spread":0.2443225865677349,"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."}}