{"id":"W2897291870","doi":"10.2196/11978","title":"An Interactive Web Portal for Tracking Oncology Patient Physical Activity and Symptoms: Prospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical activity; Psychological intervention; Medicine; Prospective cohort study; Cohort; Activity tracker; Physical therapy; Tracking (education); Oncology; Internal medicine; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003850727,0.0004938961,0.0005086753,0.0008960526,0.001823254,0.001334349,0.0006469945,0.0008933911,0.003693283],"category_scores_gemma":[0.005182999,0.0009796447,0.001039887,0.001288662,0.0005695717,0.001535612,0.00130577,0.001710788,0.001078371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006751347,"about_ca_system_score_gemma":0.001675706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370783,"about_ca_topic_score_gemma":0.01614102,"domain_scores_codex":[0.9980843,0.0007374766,0.0001855879,0.0003148392,0.0003376784,0.0003400978],"domain_scores_gemma":[0.9970241,0.0005375795,0.0007478257,0.0004971484,0.0005309472,0.0006623644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002012735,0.00330108,0.9872741,0.000109743,0.0002080477,0.0002080271,0.00173033,0.00002671649,0.0003318303,0.00004297658,0.0004328506,0.004321539],"study_design_scores_gemma":[0.0006291427,0.01005426,0.9836233,0.00009161602,0.000256088,0.0003622147,0.003444667,0.0002463455,0.0001738888,0.00005280372,0.001031135,0.00003454027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980738,0.0001473001,0.0001753526,0.00003937376,0.000009847608,0.0006748736,0.0004584033,0.000006106046,0.0004149034],"genre_scores_gemma":[0.9975209,0.000199469,0.0004822048,0.0001217599,0.00001620827,0.0007462582,0.00044837,0.000008156817,0.0004566214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370783,"threshold_uncertainty_score":0.02725607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160245533978709,"score_gpt":0.3821521878301772,"score_spread":0.3661276344323063,"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."}}