{"id":"W9825930","doi":"10.15173/m.v1i14.734","title":"Stress in the Lives of Cancer Patients","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cancer; Medicine; Population health; Environmental health; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001586895,0.00004863678,0.00008949735,0.00002162522,0.00001873516,0.000002480439,0.0001103823,0.00001529198,0.0002068963],"category_scores_gemma":[0.00003177675,0.00002244074,0.00003346297,0.0001180262,0.00004866747,0.00002406652,0.00001509231,0.00008694,0.00000882167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002721907,"about_ca_system_score_gemma":0.00006019366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502487,"about_ca_topic_score_gemma":0.001293737,"domain_scores_codex":[0.9995207,0.00005282645,0.00008664347,0.00004550263,0.00016049,0.0001338663],"domain_scores_gemma":[0.9996318,0.00007063071,0.00003461226,0.0001980195,0.0000280881,0.00003684608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003035255,0.0002561862,0.9154291,0.00004360875,0.00001346296,1.408129e-7,0.07889897,1.038515e-7,0.00008611287,0.00006941418,0.000898498,0.004274047],"study_design_scores_gemma":[0.0002696555,0.00004581727,0.9630798,0.00008497506,0.00005325456,8.104687e-7,0.02535302,4.564708e-7,0.004284319,0.0000184681,0.006766872,0.00004261656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916529,0.003381038,1.717216e-7,0.0009820263,0.0007600268,0.0001715066,0.00001333524,0.000003683962,0.003035309],"genre_scores_gemma":[0.9986721,0.00007329932,0.000002270398,0.0006158795,0.0003218551,0.00005303709,0.000003924328,0.000005965318,0.0002516818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05354596,"threshold_uncertainty_score":0.3783028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054217062379607,"score_gpt":0.31266122295724,"score_spread":0.2921190523334439,"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."}}