{"id":"W2971045308","doi":"10.3747/co.26.4919","title":"Patient-Reported Outcomes in Alberta: Rationale, Scope, and Design of a Database Initiative","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Variety (cybernetics); Scope (computer science); Medicine; Health care; Data collection; Psychosocial; Population health; Data science; Population; Environmental health; Computer science; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001337332,0.00008599582,0.0003458687,0.0001144831,0.000009132825,0.000002081268,0.00002793761,0.00005185329,0.0001694262],"category_scores_gemma":[0.0002259889,0.00007212626,0.00002769271,0.0001374021,0.0000548247,0.00006731884,0.00004328179,0.0001317001,0.00001209262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007445696,"about_ca_system_score_gemma":0.0003138887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039533,"about_ca_topic_score_gemma":0.001216543,"domain_scores_codex":[0.9991893,0.0001010707,0.000288304,0.0001856876,0.000120034,0.0001156629],"domain_scores_gemma":[0.9991506,0.0004083293,0.0001335936,0.0001534522,0.00009904963,0.00005494018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005059352,0.0005487078,0.9748246,0.0001812335,0.00005823795,0.00002309842,0.003011658,0.000005997585,0.0006040475,0.0003491958,0.0008070132,0.01908024],"study_design_scores_gemma":[0.01666508,0.004227243,0.906702,0.0009184422,0.0002937592,0.0001071578,0.003348761,0.0008658492,0.003647975,0.0003315612,0.06240006,0.0004921078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947299,0.00129513,0.0002537854,0.0003591204,0.000817356,0.0008371228,0.00002039727,0.000006730585,0.001680509],"genre_scores_gemma":[0.9991446,0.0002178666,0.0001305321,0.0002198725,0.00002151617,0.00006303842,0.00009121457,0.000007158651,0.0001042042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06812263,"threshold_uncertainty_score":0.2941224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178858871943579,"score_gpt":0.3878361248934308,"score_spread":0.2699502376990728,"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."}}