{"id":"W2977513197","doi":"","title":"Targeting Physical Activity Behaviour Change in the Management of Multiple Sclerosis","year":2019,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Physical activity; Medicine; Neuroscience; Data science; Physical medicine and rehabilitation; Psychology; Computer science; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001390978,0.0002826672,0.0007169621,0.0004620153,0.0001718176,0.000009196361,0.0006953166,0.0002263961,0.0001658209],"category_scores_gemma":[0.000005745122,0.0002998304,0.0003681078,0.0007262495,0.0001939178,0.0007856427,0.0003745725,0.0005776502,0.00001808303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118235,"about_ca_system_score_gemma":0.0001564389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004165748,"about_ca_topic_score_gemma":0.0007908838,"domain_scores_codex":[0.9982472,0.0001646397,0.0001225214,0.0004664121,0.0006611015,0.0003381128],"domain_scores_gemma":[0.9988613,0.0001649939,0.000314142,0.0004727264,0.00009356639,0.00009330764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.009375731,0.005525509,0.4471264,0.0104921,0.002158006,0.0008720927,0.4600609,0.00003240692,0.009902378,0.0001122719,0.001994729,0.05234748],"study_design_scores_gemma":[0.001903813,0.0001397382,0.6137694,0.0009037057,0.0003064839,3.468169e-7,0.3816367,0.0002856639,0.000638306,0.000002475518,0.0002300521,0.000183396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948826,0.00008338819,0.000009960455,0.0004200579,0.00008296507,0.001318644,0.0002515532,0.00004420828,0.00290665],"genre_scores_gemma":[0.989081,0.001120019,0.0008743263,0.00001366748,0.00003886108,5.209629e-7,0.0005583943,0.00002619745,0.008286972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166643,"threshold_uncertainty_score":0.9999454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019978033733082,"score_gpt":0.24391157697927,"score_spread":0.2037117966419392,"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."}}