{"id":"W2008870133","doi":"10.1016/j.annepidem.2014.07.004","title":"Identification and prediction of physical activity trajectories in women treated for breast cancer","year":2014,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tobacco Research Unit; University of Toronto; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Breast cancer; Worry; Logistic regression; Cohort; Psychological intervention; Physical activity; Cancer; Demography; Internal medicine; Physical therapy; Anxiety; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006786728,0.0001760159,0.0002983573,0.0006152889,0.0002972166,0.00043266,0.0002480441,0.000294425,0.0007539866],"category_scores_gemma":[0.003674799,0.0001820721,0.0004661804,0.0006215213,0.000119366,0.0002982708,0.0004478464,0.0005324059,0.0001562107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910938,"about_ca_system_score_gemma":0.0004190351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008697161,"about_ca_topic_score_gemma":0.01016305,"domain_scores_codex":[0.9997509,0.00008610643,0.00002293301,0.0000521303,0.00004603441,0.00004198193],"domain_scores_gemma":[0.9988231,0.0002689392,0.0005681699,0.000107694,0.00009330177,0.0001386876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007862359,0.00002813835,0.9976561,0.000003846451,0.00001988657,0.000009207606,0.00006293871,0.00008841995,0.0000848783,0.00000797559,0.00003265663,0.001927223],"study_design_scores_gemma":[0.000005217568,0.0001041632,0.9987178,0.000005621819,0.0000118146,0.00004732979,0.000143279,0.0007673202,0.00005031867,0.00004133398,0.0001037605,0.000002098169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993993,0.00009455337,0.0001642866,0.00004297542,0.000002591524,0.000007288712,0.0001960335,0.000003467287,0.0000894702],"genre_scores_gemma":[0.9990746,0.00006698519,0.0002164541,0.00001029138,0.000002708852,0.00001235429,0.0005194504,0.00000130398,0.00009572993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008697161,"threshold_uncertainty_score":0.01729304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08320435946028136,"score_gpt":0.387526838797742,"score_spread":0.3043224793374606,"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."}}