{"id":"W2151734667","doi":"10.1016/j.jht.2008.08.001","title":"A Systematic Review of the Effectiveness of Contrast Baths","year":2008,"lang":"en","type":"review","venue":"Journal of Hand Therapy","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Ankle; Systematic review; Physical therapy; Contrast (vision); Hydrotherapy; Rheumatoid arthritis; Foot (prosody); Intervention (counseling); Physical medicine and rehabilitation; Intensive care medicine; Surgery; MEDLINE; Internal medicine; Pathology; Alternative medicine","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":[0.001272694,0.0002212962,0.004669593,0.0001001832,0.00003947035,0.000004129794,0.0001668135,0.0001106112,0.00001397537],"category_scores_gemma":[0.0002739016,0.00008842189,0.001515695,0.0001969688,0.00008015845,0.00001890539,0.000007771427,0.0002800561,0.000001939324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008699483,"about_ca_system_score_gemma":0.0006148427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005007215,"about_ca_topic_score_gemma":1.148479e-7,"domain_scores_codex":[0.9969701,0.001020061,0.00140506,0.00008082799,0.0004231467,0.0001008292],"domain_scores_gemma":[0.9960231,0.0008594797,0.002359353,0.0003310177,0.0003660981,0.00006097258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001019291,0.0002788568,0.00001594745,0.9838943,0.002632918,0.00004326415,0.00003053765,2.770286e-8,0.000004939443,0.00001740099,0.00004602022,0.01293389],"study_design_scores_gemma":[0.001572059,0.0006386957,0.00004172694,0.9697599,0.003780735,0.002955756,0.000002812839,4.638744e-8,0.00005252243,0.0000208203,0.021118,0.00005697041],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001743511,0.9976158,0.000008444513,0.00001661985,0.0002302092,0.001787452,0.00001059444,0.000001577939,0.0001549381],"genre_scores_gemma":[0.0005864264,0.9991686,0.00001629744,0.0000447469,0.00007990483,0.00002079847,0.000002481009,0.00002290478,0.00005779705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02107198,"threshold_uncertainty_score":0.360574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624043691090273,"score_gpt":0.3635232241052218,"score_spread":0.327282787194319,"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."}}