{"id":"W7065772732","doi":"","title":"Exploration of the patient perception of their role in pain assessment and management","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Disease; Anxiety; Population; Clinical judgement; Subconscious","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000169408,0.00009738513,0.0002066058,0.0001418988,0.00009496659,0.000004668608,0.0001562076,0.00003305212,0.00007738949],"category_scores_gemma":[5.818289e-7,0.00009835628,0.000116631,0.0002122203,0.00003444982,0.0001286754,0.00006959436,0.0001241543,3.869534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006500894,"about_ca_system_score_gemma":0.00002722036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829164,"about_ca_topic_score_gemma":0.02600252,"domain_scores_codex":[0.9993157,0.0001333951,0.0001133035,0.0001558187,0.0002046501,0.0000770868],"domain_scores_gemma":[0.9994286,0.00001639883,0.0003200881,0.0001805601,0.00004127429,0.00001311144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002824532,0.001072344,0.8573831,0.00072474,0.0007138281,0.000002804961,0.02397531,0.002041385,0.01566531,0.01392435,0.0005997338,0.0836146],"study_design_scores_gemma":[0.0001904277,0.00008342369,0.5037966,0.00009621055,0.0001147056,1.1405e-8,0.4933212,0.001078756,0.0003920505,0.0006619012,0.0001823694,0.00008241664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957137,0.00002879155,0.0006425704,0.00009181524,0.00004438208,0.0002636697,0.0000297582,0.000002736488,0.003182626],"genre_scores_gemma":[0.999225,0.00008353015,0.0002871939,0.000002456593,0.000007272676,0.000002049731,0.0002090615,0.000005618906,0.0001778163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4693458,"threshold_uncertainty_score":0.9917704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008434449054193053,"score_gpt":0.2159542507776351,"score_spread":0.2075198017234421,"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."}}