{"id":"W4409337245","doi":"10.5334/ijic.icic24197","title":"Supporting Integrated Stroke Care Transitions: An Interprofessional Learning Simulation","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrated care; Stroke (engine); Nursing; Medical education; Psychology; Health care; Knowledge management; Computer science; Process management; Medicine; Business; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002783488,0.001136003,0.0003541606,0.0005829878,0.001127696,0.001971381,0.002297352,0.001702145,0.008181183],"category_scores_gemma":[0.005641189,0.0003525292,0.0009012273,0.0003551565,0.0008940976,0.001221439,0.004705285,0.00165314,0.001148172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154452,"about_ca_system_score_gemma":0.004725744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290228,"about_ca_topic_score_gemma":0.00535517,"domain_scores_codex":[0.9984912,0.0008554057,0.00007377058,0.0001350293,0.0002197463,0.0002248216],"domain_scores_gemma":[0.9966046,0.001799192,0.0001455132,0.0002406045,0.0003099995,0.0009000879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00354727,0.02523212,0.02890889,0.001701785,0.0003389346,0.004374056,0.01478431,0.5386729,0.0105983,0.0263229,0.03044505,0.3150735],"study_design_scores_gemma":[0.003514266,0.01053371,0.009223446,0.001790205,0.0003344743,0.001978833,0.006279655,0.7664387,0.01783313,0.04248592,0.1391439,0.0004437653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6162375,0.0008031676,0.2824704,0.004927516,0.0005635063,0.006273536,0.001238992,0.00247107,0.08501428],"genre_scores_gemma":[0.7924506,0.0007111292,0.1919568,0.0008244017,0.00007174627,0.003768126,0.001271207,0.00008736013,0.00885867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008181183,"threshold_uncertainty_score":0.02736878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008324508165928,"score_gpt":0.3602620851248607,"score_spread":0.3501788400432014,"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."}}