{"id":"W4231580724","doi":"10.1057/978-1-349-95988-4_839","title":"Spinal Research","year":2020,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board; Department of Science and Technology, Ministry of Science and Technology, India; Savoy Foundation; University of Calgary; U.S. Department of State","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006823926,0.000554547,0.0006926232,0.00185116,0.001837428,0.002874192,0.002026966,0.002933494,0.2447447],"category_scores_gemma":[0.01346216,0.0002991691,0.0007733377,0.001526329,0.002211702,0.00169646,0.002131157,0.002366309,0.09405413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354733,"about_ca_system_score_gemma":0.01112166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005711824,"about_ca_topic_score_gemma":0.008740706,"domain_scores_codex":[0.9962531,0.0009246998,0.0003289659,0.0005091326,0.001499861,0.00048416],"domain_scores_gemma":[0.9869205,0.002057081,0.0006592033,0.001950596,0.006566649,0.001845964],"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":[0.0004246882,0.0002114311,0.001333602,0.002630129,0.00004898956,0.000368544,0.0003932923,0.0001150952,0.002319019,0.02765568,0.5903277,0.3741718],"study_design_scores_gemma":[0.00008872859,0.0002846008,0.00283725,0.001680154,0.0000302365,0.0007710134,0.0004071532,0.00005522919,0.0007423654,0.006611755,0.9864786,0.00001294771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006407547,0.05976218,0.006031532,0.09300826,0.03550046,0.0008656112,0.004405444,0.0007086614,0.7933103],"genre_scores_gemma":[0.06964689,0.06411998,0.007799562,0.03336474,0.01596762,0.001046676,0.006503643,0.0004143714,0.8011365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2447447,"threshold_uncertainty_score":0.8187525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248616927410811,"score_gpt":0.3392729511074924,"score_spread":0.2767867818333843,"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."}}