{"id":"W3129709049","doi":"10.3390/curroncol28020099","title":"Being a Patient Representative Is More Work Than Being a Patient Advocate—Done Right, It Is Also Likely to Be More Effective","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Honorific; Medicine; Patient care; Psychology; Public relations; Nursing; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03668101,0.0005593261,0.001380715,0.0008380752,0.01048609,0.02070137,0.002115878,0.01956023,0.01688004],"category_scores_gemma":[0.07347542,0.0005936057,0.001202027,0.0005803558,0.02876085,0.01823181,0.01005665,0.02972751,0.008494013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004134616,"about_ca_system_score_gemma":0.01572851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838638,"about_ca_topic_score_gemma":0.003209029,"domain_scores_codex":[0.9553936,0.02594293,0.001913887,0.003070945,0.00990049,0.003778245],"domain_scores_gemma":[0.8884033,0.05645448,0.01137106,0.00395163,0.01132821,0.02849133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001848481,0.000568407,0.01030981,0.001044258,0.0002134231,0.001342619,0.02826298,0.0003308754,0.001584142,0.3288124,0.5364939,0.09085239],"study_design_scores_gemma":[0.0001028234,0.0005954445,0.004601873,0.002470643,0.0001236427,0.004261085,0.02309246,0.0003697597,0.001330705,0.1171024,0.8457121,0.0002369918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003063587,0.002344231,0.003605812,0.960557,0.004518205,0.00003654649,0.00001477401,0.00006289197,0.02579702],"genre_scores_gemma":[0.126303,0.005353632,0.007339259,0.8299472,0.008927716,0.0001853227,0.00002965287,0.0001107775,0.02180347],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03668101,"threshold_uncertainty_score":0.1939901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.398356209569254,"score_gpt":0.5836271872024302,"score_spread":0.1852709776331762,"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."}}