{"id":"W4312403098","doi":"10.1007/978-3-031-10470-1_1","title":"Diagnostic Clinical Decision-Making in Shoulder Pathology","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Neuropathic pain; Clinical Practice; Referred pain; Physical medicine and rehabilitation; Physical therapy; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476792,0.0007162081,0.0005083047,0.001030626,0.0006116262,0.003130223,0.0008673655,0.001586069,0.02333193],"category_scores_gemma":[0.004480232,0.0003568769,0.0002948916,0.0008461568,0.00151531,0.001987206,0.0009678104,0.002793683,0.01116354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445875,"about_ca_system_score_gemma":0.002204586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227178,"about_ca_topic_score_gemma":0.007073696,"domain_scores_codex":[0.9994438,0.0002600402,0.00002677898,0.00003612717,0.0002009245,0.0000323584],"domain_scores_gemma":[0.997336,0.002238699,0.00005519337,0.00005653685,0.0002396286,0.00007389254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001797545,0.00005762503,0.0002941719,0.0003481491,0.00001056901,0.0003740641,0.0004020147,0.002348912,0.0002617122,0.1582506,0.5114989,0.3261352],"study_design_scores_gemma":[0.000006164197,0.00002351471,0.0004231516,0.001009449,0.00001047621,0.001349539,0.0002456962,0.002055482,0.0002038946,0.223438,0.7712134,0.00002130543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001081347,0.05808258,0.0861252,0.02750089,0.008698503,0.0001915578,0.0004156898,0.0003484897,0.8175558],"genre_scores_gemma":[0.02612111,0.08368431,0.1082688,0.01938581,0.008899281,0.0003723436,0.0006915769,0.0003110893,0.7522657],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02333193,"threshold_uncertainty_score":0.07805312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05930408941823745,"score_gpt":0.4010702779659731,"score_spread":0.3417661885477357,"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."}}