{"id":"W4408129557","doi":"10.59236/sc.v2i1.80","title":"Reawakening Stroke Nursing: Building a Stronger Practice Culture","year":2025,"lang":"en","type":"article","venue":"Stroke Clinician","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Nursing; Organizational culture; Nursing practice; Stroke (engine); Psychology; Sociology; Medicine; Political science; Engineering; Public relations; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03058156,0.0006346714,0.0008047064,0.001797196,0.02087611,0.02122683,0.003036344,0.004903947,0.00468286],"category_scores_gemma":[0.03226202,0.0008738826,0.0006114207,0.001112029,0.02052482,0.01402445,0.02405198,0.01618939,0.002459393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005381777,"about_ca_system_score_gemma":0.03129466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004554475,"about_ca_topic_score_gemma":0.007277311,"domain_scores_codex":[0.9693807,0.01794398,0.001768545,0.00254668,0.005738202,0.002621827],"domain_scores_gemma":[0.9340979,0.01267717,0.00677038,0.003750206,0.01158095,0.03112342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008374285,0.001928111,0.028914,0.001029904,0.00008430947,0.00235166,0.6116507,0.0002776838,0.005491598,0.02080889,0.04356483,0.2838147],"study_design_scores_gemma":[0.00007115714,0.001098766,0.02312304,0.002903506,0.00004845859,0.002506355,0.6598539,0.0008023874,0.001191128,0.02627558,0.281857,0.00026884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5235634,0.007211386,0.02175763,0.350457,0.004213712,0.0008070117,0.00003252662,0.0006439761,0.09131333],"genre_scores_gemma":[0.8879541,0.007809458,0.02984909,0.055432,0.001191654,0.0006535325,0.00007576278,0.0002535869,0.01678081],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03058156,"threshold_uncertainty_score":0.1617326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928657073559128,"score_gpt":0.3951805577437674,"score_spread":0.3758939870081761,"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."}}