{"id":"W4365513239","doi":"10.1038/s41393-023-00896-0","title":"International spinal cord injury socio-demographic basic data set (version 1.0)","year":2023,"lang":"en","type":"article","venue":"Spinal Cord","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Praxis Spinal Cord Institute","funders":"","keywords":"Medicine; Harmonization; Data collection; Spinal cord injury; Medical education; Psychiatry; Spinal cord; Social science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001130428,0.0003432054,0.0004443542,0.0009831494,0.0002802635,0.00009616095,0.001404903,0.0002020117,0.0016072],"category_scores_gemma":[0.0005190353,0.0003285002,0.0002082187,0.001794976,0.0003185209,0.0004490326,0.001446372,0.0009463011,0.004041691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214465,"about_ca_system_score_gemma":0.0003468138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001503323,"about_ca_topic_score_gemma":0.00001393045,"domain_scores_codex":[0.9959654,0.0001087762,0.0005063466,0.0009821627,0.001636932,0.0008003359],"domain_scores_gemma":[0.9975296,0.00005025521,0.0001522256,0.001465397,0.0004006577,0.0004018642],"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":[0.1565937,0.0002672804,0.05744887,0.0003774588,0.0003751233,0.001131423,0.00001371288,3.933278e-7,0.01953235,0.0005777663,0.4027819,0.3609001],"study_design_scores_gemma":[0.002578585,0.05880165,0.3410767,0.0007298036,0.0002274655,0.0003591005,0.0007144951,0.001370305,0.0008981745,0.0008828433,0.5916539,0.0007069639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804539,0.0002222608,0.0001443201,0.01001031,0.001686067,0.0006558867,0.0004174617,0.0005156787,0.005894089],"genre_scores_gemma":[0.9901972,0.0006563654,0.0008210252,0.0009171065,0.001225871,0.00003832344,0.001750427,0.00008067257,0.004312951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3601931,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1810096742113784,"score_gpt":0.4648104739549035,"score_spread":0.2838007997435252,"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."}}