{"id":"W1411714429","doi":"10.25959/23242736","title":"Understanding osteoarthritis utilising magnetic resonance imaging","year":2005,"lang":"en","type":"dissertation","venue":"UTAS Research Repository","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Menzies Institute for Medical Research; Medical Research Council; Tasmanian Community Fund; Arthritis Foundation of Australia","keywords":"Magnetic resonance imaging; Osteoarthritis; Medicine; Nuclear magnetic resonance; Radiology; Physics; Pathology; Alternative medicine","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":[0.002990139,0.0007094668,0.000604142,0.003310685,0.0003409536,0.002928541,0.0009630847,0.001512438,0.002529263],"category_scores_gemma":[0.005540898,0.0002955235,0.0006681981,0.001869961,0.001512642,0.002891461,0.001037646,0.001211817,0.001003754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007470096,"about_ca_system_score_gemma":0.001189037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437814,"about_ca_topic_score_gemma":0.003343972,"domain_scores_codex":[0.9989455,0.0004669747,0.0001242532,0.0001346938,0.0002557439,0.00007281267],"domain_scores_gemma":[0.9986046,0.000844614,0.0002012461,0.00005796065,0.0002344004,0.00005715993],"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":[0.0001238018,0.0001274753,0.02028855,0.009782632,0.0002238175,0.001884975,0.0081525,0.001301214,0.008950185,0.05336197,0.02071569,0.8750871],"study_design_scores_gemma":[0.00007271321,0.0007974351,0.09567463,0.03636345,0.0007163363,0.02355426,0.01154414,0.003263862,0.003204353,0.1962404,0.628327,0.0002413284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0293151,0.8165482,0.07938778,0.02730671,0.001126469,0.0004604644,0.0006966335,0.0003380369,0.04482064],"genre_scores_gemma":[0.1079023,0.7869999,0.09109847,0.005519439,0.002928929,0.0004133411,0.0004587222,0.00004475128,0.004634126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003310685,"threshold_uncertainty_score":0.01581359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07545017562506033,"score_gpt":0.3495085949683882,"score_spread":0.2740584193433278,"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."}}