{"id":"W4281558086","doi":"10.1155/2022/9223928","title":"Intelligent Algorithm‐Based Magnetic Resonance for Evaluating the Effect of Platelet‐Rich Plasma in the Treatment of Intractable Pain of Knee Arthritis","year":2022,"lang":"en","type":"article","venue":"Contrast Media & Molecular Imaging","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; WOMAC; Magnetic resonance imaging; Medicine; Knee pain; Algorithm; Knee Joint; Arthritis; Visual analogue scale; Radiology; Physical therapy; Surgery; Internal medicine; Computer science; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007470353,0.0003471172,0.0005317985,0.0005129894,0.00008970415,0.0003653724,0.0002939922,0.0003534502,0.0004072587],"category_scores_gemma":[0.001324108,0.0001530036,0.0004573369,0.0003317293,0.0002355101,0.0003085948,0.0002330996,0.0002880015,0.00006786623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282981,"about_ca_system_score_gemma":0.0003096682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006238344,"about_ca_topic_score_gemma":0.00075185,"domain_scores_codex":[0.9995781,0.0001679628,0.00003025993,0.00003752337,0.0001643271,0.00002183802],"domain_scores_gemma":[0.9997513,0.0001026633,0.00005969695,0.00001886408,0.00005059539,0.00001686452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01110227,0.002729814,0.03138562,0.002272395,0.0008095891,0.0005358745,0.0003145366,0.0399725,0.250984,0.00156235,0.001343762,0.6569872],"study_design_scores_gemma":[0.004198751,0.06696909,0.1584546,0.0002835028,0.002662639,0.003455301,0.0002837343,0.6018023,0.1482066,0.00252005,0.01082564,0.0003378202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945233,0.01590721,0.08628376,0.0002722931,0.0001449123,0.0003709206,0.00008278179,0.0003035461,0.002111257],"genre_scores_gemma":[0.9564706,0.002573946,0.04000704,0.0001194912,0.00004976035,0.0002922267,0.00009948498,0.00001457277,0.0003729639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007470353,"threshold_uncertainty_score":0.003950775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022409976589545,"score_gpt":0.2674809649030794,"score_spread":0.2572568651371839,"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."}}