{"id":"W114115031","doi":"10.1016/j.jmpt.2007.10.004","title":"Diagnostic Imaging Practice Guidelines for Musculoskeletal Complaints in Adults—An Evidence-Based Approach","year":2007,"lang":"en","type":"review","venue":"Journal of Manipulative and Physiological Therapeutics","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Memorial Chiropractic College; Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Chiropractic; Referral; Medical physics; Delphi method; Critical appraisal; Evidence-based medicine; MEDLINE; Family medicine; Medical education; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004363378,0.0004458571,0.002010942,0.0002574816,0.00007523764,0.00003923484,0.0002155849,0.0002847284,0.0000179972],"category_scores_gemma":[0.02716543,0.0002769877,0.000649689,0.0002891692,0.0001493746,0.0004928195,0.00005670393,0.001042962,0.000002003954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614587,"about_ca_system_score_gemma":0.0003047499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001585305,"about_ca_topic_score_gemma":0.000002036232,"domain_scores_codex":[0.9947629,0.0008821758,0.003143485,0.0004152373,0.0004731508,0.0003230703],"domain_scores_gemma":[0.9729102,0.02175034,0.00253986,0.0002433617,0.002370694,0.0001855418],"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":[0.001353079,0.0008052632,0.0001286968,0.004922548,0.0002817061,0.00006605455,0.00004938013,0.00007054163,0.000007967968,0.00009528501,0.0001468285,0.9920726],"study_design_scores_gemma":[0.006090967,0.007089587,0.003296605,0.04322152,0.008044067,0.0008421224,0.001509364,0.01134962,0.000001543396,0.001253194,0.9164406,0.0008608183],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006721946,0.9735664,0.02239656,0.001269157,0.0002278464,0.001812639,0.00001719887,0.00001275095,0.00002527251],"genre_scores_gemma":[0.002917422,0.9402448,0.05046961,0.004824674,0.001337053,0.00003148486,0.0001267125,0.00004510134,0.000003149149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912118,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8851109873239377,"score_gpt":0.6345096829845931,"score_spread":0.2506013043393446,"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."}}