{"id":"W2587943265","doi":"","title":"How Do Therapists Understand and Intend to Implement Practice Guideline Recommendations for Rehabilitation of the Upper Limb Following Stroke","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Guideline; Stroke (engine); Physical medicine and rehabilitation; Medicine; Physical therapy; Psychology; Engineering; Pathology; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003109205,0.000238254,0.0004005393,0.0002538007,0.0002917281,0.0000963964,0.0001980607,0.0001889843,0.001523358],"category_scores_gemma":[0.001033054,0.0001946725,0.0004229633,0.0001676606,0.00005076172,0.0002975788,0.00005267516,0.0001996697,0.000001313244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897611,"about_ca_system_score_gemma":0.0002059736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007051502,"about_ca_topic_score_gemma":0.0005625943,"domain_scores_codex":[0.9986725,0.0001206263,0.0003273986,0.0004016127,0.0002767569,0.0002010328],"domain_scores_gemma":[0.9977704,0.0006880424,0.0004639294,0.0004368632,0.0005281298,0.0001126192],"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":[0.005570078,0.000460906,0.01212725,0.001829062,0.002082601,0.000008338198,0.0140999,0.00001011184,0.004774865,0.006044931,0.04541204,0.9075799],"study_design_scores_gemma":[0.002077731,0.0008171101,0.005066859,0.0006504173,0.000597335,0.000003033427,0.1030246,0.00001741701,0.0002490079,0.000118809,0.8871894,0.0001883061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1496671,0.002317484,0.01182809,0.2739953,0.00832473,0.01663408,0.001466348,0.0001741959,0.5355927],"genre_scores_gemma":[0.08779319,0.0001622659,0.03078526,0.0006517076,0.0001544161,0.00001813056,0.0004367436,0.000072779,0.8799255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9073916,"threshold_uncertainty_score":0.9993894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391781144926859,"score_gpt":0.3088839068271176,"score_spread":0.2849660953778491,"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."}}