{"id":"W2559163758","doi":"","title":"A Novel Approach to Ambulatory Monitoring: An Investigation into Everyday Walking Activity in Patients With Sub-acute Stroke","year":2010,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Toronto Rehabilitation Institute","keywords":"Ambulatory; Task (project management); Cardiorespiratory fitness; Stroke (engine); Physical medicine and rehabilitation; Physical therapy; Medicine; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003756779,0.0002911798,0.0002983357,0.0005647102,0.0002452439,0.0004829183,0.0002105056,0.0005083643,0.001217493],"category_scores_gemma":[0.001446641,0.0001012343,0.000168791,0.0004836895,0.0001966524,0.0004328043,0.0004047258,0.0004277095,0.0003583394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607069,"about_ca_system_score_gemma":0.0002425677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003847993,"about_ca_topic_score_gemma":0.001041039,"domain_scores_codex":[0.9997026,0.00008020557,0.00003585366,0.00006269296,0.00008558691,0.0000329731],"domain_scores_gemma":[0.9996799,0.0000677116,0.00009097397,0.00002141594,0.00006609068,0.00007389011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002979612,0.004163175,0.7088031,0.0006253426,0.0001991302,0.0009642105,0.005085362,0.0004184992,0.04378248,0.0003801988,0.00143024,0.2311687],"study_design_scores_gemma":[0.0001026048,0.006936316,0.9851038,0.00003502884,0.00005038283,0.001172735,0.001327147,0.0008448475,0.002102881,0.0001856718,0.002115093,0.00002349566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996566,0.000279661,0.0008023788,0.0001653311,0.00002259914,0.0001002776,0.0001960941,0.000007169972,0.001860537],"genre_scores_gemma":[0.9946799,0.0006111915,0.002542996,0.0001680455,0.00006192679,0.0003519971,0.0002409087,0.000003961945,0.001339027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001217493,"threshold_uncertainty_score":0.004072905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131764321014558,"score_gpt":0.2468071278287138,"score_spread":0.2354894846185682,"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."}}