{"id":"W2063138376","doi":"10.1016/j.spinee.2013.07.454","title":"Special Feature: Book and Media Review","year":2013,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Memorial Chiropractic College","funders":"","keywords":"Medicine; Natural history; Back pain; Low back pain; Alternative medicine; Engineering ethics; Physical therapy; Pathology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004659961,0.00006880328,0.0001611984,0.00002727194,0.00008326435,0.00002005316,0.00004730528,0.00003085534,0.002678629],"category_scores_gemma":[0.0003453426,0.00003207427,0.00008224777,0.00006412374,0.0000791846,0.00008241022,0.0000153431,0.000317102,0.0001171117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001785078,"about_ca_system_score_gemma":0.0000296381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002591692,"about_ca_topic_score_gemma":0.000001018686,"domain_scores_codex":[0.9994188,0.00006605527,0.0001542162,0.00006070137,0.0001914692,0.0001087707],"domain_scores_gemma":[0.9996012,0.00001289901,0.0000649685,0.0001148978,0.00008341971,0.000122634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000002387786,0.00002224063,0.00006504304,0.0005085637,0.00002346987,0.000002853167,0.0001492132,6.624791e-8,0.002413233,0.0001107131,0.9393915,0.05731073],"study_design_scores_gemma":[0.0007751532,0.0002432144,0.7160573,0.002118679,0.00009922723,0.0005392383,0.00008261016,0.00001736662,0.00002106121,0.0008127696,0.2791482,0.00008523743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1171436,0.2548845,0.0001617328,0.5631294,0.002444735,0.001827972,0.000001055348,0.00004648476,0.06036051],"genre_scores_gemma":[0.1014138,0.4974431,0.01042724,0.1334154,0.1471281,0.00008913059,0.00003388942,0.0001431636,0.1099061],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7159923,"threshold_uncertainty_score":0.9982331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751051592124644,"score_gpt":0.268800983533486,"score_spread":0.2600499319413613,"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."}}