{"id":"W1480172606","doi":"10.1007/s00508-005-0355-6","title":"Sources of bias in reviews of spinal manipulation for back pain","year":2005,"lang":"de","type":"article","venue":"Wiener klinische Wochenschrift","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Medicine; Spinal manipulation; Back pain; Physical medicine and rehabilitation; Low back pain; Physical therapy; Alternative medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007548314,0.0003669847,0.00124649,0.0003892755,0.00004252261,0.00001050697,0.0001870738,0.0003930025,0.0003294669],"category_scores_gemma":[0.003866521,0.0003040073,0.0006297716,0.0004164338,0.0002861306,0.0001574014,0.00004244464,0.0003084265,0.0001346675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003401668,"about_ca_system_score_gemma":0.0001492817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007990098,"about_ca_topic_score_gemma":0.00008293088,"domain_scores_codex":[0.9954216,0.0009752768,0.002225409,0.0005112708,0.0004273287,0.0004390744],"domain_scores_gemma":[0.9971213,0.0008524936,0.0009801575,0.0006110285,0.0002809169,0.0001541539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005018155,0.005511544,0.2826497,0.08456978,0.0008922686,0.000004680111,0.01536781,0.00319883,0.1092859,0.01536703,0.00819137,0.4699429],"study_design_scores_gemma":[0.01094878,0.006534569,0.1585199,0.01590382,0.0008901875,0.000002058218,0.001550131,0.03290029,0.01879924,0.0004036087,0.7524344,0.001113014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.864139,0.1157018,0.006287752,0.004402869,0.0008767055,0.005106485,0.00004060989,0.00003164412,0.003413155],"genre_scores_gemma":[0.9758922,0.002317968,0.01898642,0.0004242663,0.001332334,0.00008362959,0.0001193051,0.00005340158,0.0007904908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.744243,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06587238843090303,"score_gpt":0.3356425986873527,"score_spread":0.2697702102564496,"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."}}