{"id":"W1543591108","doi":"10.1002/pon.2068","title":"What goes up does not always come down: patterns of distress, physical and psychosocial morbidity in people with cancer over a one year period","year":2011,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"International Business Machines Corporation","keywords":"Anxiety; Distress; Psychosocial; Depression (economics); Medicine; Psychological intervention; Demographics; Cancer; Psychiatry; Physical therapy; Clinical psychology; Internal medicine; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035894,0.0001800197,0.0006064198,0.00006949294,0.00003839842,0.00001447891,0.00009332092,0.0001572961,0.0007897803],"category_scores_gemma":[0.000007901461,0.0001299674,0.00007448636,0.0001483781,0.0001978487,0.0001383333,0.00004166189,0.000290562,0.000004421662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425222,"about_ca_system_score_gemma":0.000112222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01597732,"about_ca_topic_score_gemma":0.1784904,"domain_scores_codex":[0.9988255,0.000082947,0.000228486,0.0003740515,0.0002101047,0.0002789139],"domain_scores_gemma":[0.9993396,0.00005849599,0.0001305367,0.0002686973,0.00007039114,0.0001322959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00317652,0.00107861,0.8513167,0.0002713703,0.0001518869,0.0001246672,0.1312631,1.463892e-7,0.001589384,0.0001966879,0.0002872666,0.01054368],"study_design_scores_gemma":[0.005906388,0.001260143,0.9545481,0.0003071728,0.000189312,0.00008188911,0.03230219,0.00001158487,0.001488687,0.000184494,0.003445177,0.000274871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952271,0.0002504576,0.00001747765,0.001468524,0.001475646,0.0003228943,0.0001776815,0.00002313519,0.00103706],"genre_scores_gemma":[0.9977058,0.001112305,0.00003829669,0.0003307711,0.0004722832,0.0001313364,0.00001717243,0.00002503212,0.0001670726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162513,"threshold_uncertainty_score":0.9905754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043183036786669,"score_gpt":0.3265164972592268,"score_spread":0.2960846668913601,"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."}}