{"id":"W4308442711","doi":"10.3389/fpubh.2022.921926","title":"Optimizing spinal cord injury care in Canada: Development of a framework for strategy and action","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Praxis Spinal Cord Institute","funders":"Western Economic Diversification Canada; Health Canada","keywords":"Government (linguistics); Health care; Public relations; Spinal cord injury; Process (computing); Process management; Nursing; Action (physics); Medicine; Work (physics); Praxis; Business; Political science; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03975689,0.001883401,0.001224303,0.008595898,0.02442051,0.02186861,0.006832909,0.006483451,0.003016257],"category_scores_gemma":[0.03540703,0.0009197665,0.001403438,0.01019758,0.0219198,0.006043757,0.01345747,0.007720923,0.0004242452],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3864783,"about_ca_system_score_gemma":0.8088479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834726,"about_ca_topic_score_gemma":0.9898858,"domain_scores_codex":[0.9594458,0.01814211,0.002168317,0.001680851,0.00982008,0.008742848],"domain_scores_gemma":[0.9640499,0.006753855,0.001511573,0.0006388793,0.0163823,0.01066355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005056527,0.0002583408,0.01658219,0.003013158,0.0001199146,0.001077811,0.05408311,0.01369174,0.0004772651,0.664616,0.1121796,0.1338503],"study_design_scores_gemma":[0.0001120026,0.0002084051,0.02413471,0.01279856,0.0001980249,0.0003396781,0.1796583,0.01274513,0.0009524101,0.2023706,0.5660968,0.0003853805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02675009,0.02594691,0.04477399,0.6800483,0.001187087,0.005097208,0.001653882,0.0003716717,0.2141708],"genre_scores_gemma":[0.6578783,0.03054795,0.2537485,0.03176222,0.0002868399,0.003812979,0.001527109,0.0001920754,0.02024405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6135217,"threshold_uncertainty_score":0.7115982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2567726928977314,"score_gpt":0.4433498508971314,"score_spread":0.1865771579994,"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."}}