{"id":"W2765170045","doi":"10.3747/co.24.3782","title":"The Experience of Patients with Cancer during Diagnosis and Treatment Planning: A Descriptive Study of Canadian Survey Results","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Cancer; Family medicine; Cancer treatment; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002080822,0.0001150901,0.0002879862,0.0001268912,0.001900248,0.000006206556,0.0003881374,0.00007029732,0.000005963084],"category_scores_gemma":[0.0008439063,0.00007419079,0.00001297792,0.0001069526,0.0002606521,0.00007812786,0.0001788784,0.0002234732,7.429079e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000764714,"about_ca_system_score_gemma":0.000909186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5646271,"about_ca_topic_score_gemma":0.8623211,"domain_scores_codex":[0.9976986,0.001092527,0.0005218625,0.0002229505,0.0001437072,0.0003203469],"domain_scores_gemma":[0.9963955,0.001115272,0.0009289375,0.0008365149,0.0005548646,0.000168883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005290662,0.0003203347,0.8398585,0.00003317892,0.00002632739,5.815028e-7,0.1552804,0.00000231417,3.739856e-7,0.000006281165,0.0001092098,0.003833471],"study_design_scores_gemma":[0.003356615,0.001132443,0.9469147,0.0002057933,0.00001643947,4.357767e-8,0.04367225,0.000007404137,0.00000983905,0.000002703533,0.004619625,0.00006208793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947504,0.001653674,1.062582e-7,0.0004045537,0.0007578738,0.001852936,0.000403883,0.000006104603,0.000170513],"genre_scores_gemma":[0.9970109,0.001017611,0.00001210625,0.000007762128,0.00002024566,0.001874606,0.00002363337,0.000009353726,0.0000237657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297694,"threshold_uncertainty_score":0.9993991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6156399232744194,"score_gpt":0.5396062752592082,"score_spread":0.07603364801521117,"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."}}