{"id":"W6981232337","doi":"","title":"DOSXYZnrc users manual","year":2009,"lang":"en","type":"report","venue":"NPARC","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008366375,0.0002324868,0.0005601108,0.000222168,0.00005058542,0.00001221695,0.00005720207,0.0004658583,0.002067305],"category_scores_gemma":[0.0006646209,0.0001860523,0.0003199166,0.0001594163,0.00008205289,0.00004555589,0.00002000607,0.0005189748,0.0001830844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302818,"about_ca_system_score_gemma":0.001221399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001779617,"about_ca_topic_score_gemma":0.000003770457,"domain_scores_codex":[0.9978171,0.00004958929,0.0004250597,0.0003676242,0.001075222,0.0002654087],"domain_scores_gemma":[0.9987492,0.0001439185,0.000164891,0.0004282825,0.0003324653,0.0001812354],"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":[0.0001198279,0.000254386,0.009582561,0.0006440876,0.0001559558,0.000397821,0.0001705906,6.673999e-7,0.001693782,0.00006217619,0.422776,0.5641422],"study_design_scores_gemma":[0.0003385134,0.0003270952,0.03965411,0.0005001433,0.0002610273,0.0003123156,0.00005984795,0.000003591242,0.0001935756,0.000429449,0.957705,0.000215292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06610215,0.000439818,0.00001519543,0.002133261,0.001951081,0.0004432804,0.00001785982,0.0001533815,0.928744],"genre_scores_gemma":[0.3945461,0.004753048,0.003990256,0.001694429,0.006951036,0.0000733569,0.001000926,0.0001544454,0.5868364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5639269,"threshold_uncertainty_score":0.9988449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912015057778003,"score_gpt":0.3273822599942001,"score_spread":0.2982621094164201,"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."}}