{"id":"W2799646050","doi":"10.1249/mss.0000000000001644","title":"A Review of Accelerometer-based Activity Monitoring in Cancer Survivorship Research","year":2018,"lang":"en","type":"review","venue":"Medicine & Science in Sports & Exercise","topic":"Cancer survivorship and care","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Survivorship curve; Context (archaeology); Accelerometer; Medicine; Data collection; Physical activity; Cancer; Breast cancer; Narrative review; Categorization; Physical therapy; Computer science; Artificial intelligence; Statistics; Internal medicine; Geography; Mathematics","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":[0.009011836,0.001575381,0.004247855,0.01558308,0.0007085557,0.002961599,0.002251361,0.002264822,0.003103448],"category_scores_gemma":[0.03959872,0.001127147,0.00406933,0.01579677,0.0007514441,0.002729157,0.001455283,0.001267411,0.000502858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126775,"about_ca_system_score_gemma":0.01024154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005583811,"about_ca_topic_score_gemma":0.01241611,"domain_scores_codex":[0.9908476,0.002803289,0.004026555,0.0006728695,0.001455341,0.0001943941],"domain_scores_gemma":[0.9633808,0.0275251,0.005007394,0.0003902112,0.00340816,0.0002884303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008608418,0.00002155555,0.0006691266,0.8632927,0.001599285,0.000160968,0.0004962339,0.0001192571,0.0002508797,0.0005748547,0.004741919,0.1279873],"study_design_scores_gemma":[0.00003506261,0.0001402692,0.003084769,0.9117236,0.008797102,0.0005235737,0.0003805229,0.00007586813,0.000170218,0.0003949905,0.07464418,0.00002987594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002144219,0.998968,0.0001128955,0.0002285714,0.0001202149,0.00005831653,0.0001061606,0.0000044526,0.0001868848],"genre_scores_gemma":[0.002209686,0.9966652,0.0004728072,0.0002739696,0.00008094341,0.0001472294,0.00009695892,0.000002395599,0.00005090248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01558308,"threshold_uncertainty_score":0.0476597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2109654151487844,"score_gpt":0.4727405795323952,"score_spread":0.2617751643836108,"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."}}