{"id":"W4389401419","doi":"10.46292/sci23-1985003s","title":"Poster (Clinical/Best Practice Implementation) ID 1985003","year":2023,"lang":"en","type":"article","venue":"Topics in Spinal Cord Injury Rehabilitation","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Parkwood Institute; GF Strong Rehabilitation Centre; Western University","funders":"","keywords":"Medicine; Rehabilitation; Reproductive health; Clinical Practice; Medical education; Nursing; Physical therapy; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002943016,0.000102087,0.0001642736,0.0001563656,0.0002810766,0.0001018537,0.0001828339,0.0001168752,0.0003212712],"category_scores_gemma":[0.002394208,0.00009570247,0.00008426402,0.0008328184,0.0004912513,0.0008573406,0.00004962102,0.0001887577,0.000422044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177919,"about_ca_system_score_gemma":0.0001735278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002964314,"about_ca_topic_score_gemma":0.003232752,"domain_scores_codex":[0.9974045,0.0008323423,0.0006560755,0.000364245,0.0004523447,0.0002905472],"domain_scores_gemma":[0.9984383,0.0007732724,0.0001707557,0.0002633063,0.0002675772,0.00008677008],"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":[0.001290434,0.0005597544,0.1201759,0.00008705738,0.0000192039,0.000006532755,0.00782618,0.000007179975,0.00004980728,0.2832507,0.006605032,0.5801222],"study_design_scores_gemma":[0.0006817433,0.005196617,0.3293194,0.00004565013,0.00003561752,7.000853e-7,0.04655862,0.00002702819,0.00002364099,0.09054005,0.5272655,0.0003054285],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176275,0.0000194887,0.00003873838,0.05355983,0.00140135,0.0009059809,0.00001167939,0.0001266081,0.02630888],"genre_scores_gemma":[0.994642,0.0001164199,0.001673808,0.0004882468,0.0005652918,0.00009453459,0.00005297564,0.00001296818,0.002353759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5798168,"threshold_uncertainty_score":0.5424663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09159206454543357,"score_gpt":0.5215405161437837,"score_spread":0.4299484515983502,"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."}}