{"id":"W2964855943","doi":"10.3389/fvets.2019.00147","title":"Identification of Illness Uncertainty in Veterinary Oncology: Implications for Service","year":2019,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust; Ontario Veterinary College, University of Guelph","keywords":"Thematic analysis; Coping (psychology); Feeling; Psychological intervention; Psychology; Qualitative research; Perception; Medicine; Nursing; Medical education; Social psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0228325,0.0004706305,0.0009542256,0.002428094,0.0146175,0.01230825,0.003153831,0.004747067,0.007548013],"category_scores_gemma":[0.06686973,0.000652281,0.0007822944,0.003949749,0.0097215,0.01232952,0.01339947,0.007108463,0.0005066364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01383308,"about_ca_system_score_gemma":0.03470006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090008,"about_ca_topic_score_gemma":0.02689062,"domain_scores_codex":[0.9742066,0.01904094,0.001023438,0.0005407114,0.002000453,0.003187847],"domain_scores_gemma":[0.9470059,0.03556953,0.004082483,0.000697993,0.004665057,0.007978966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001828878,0.0004596745,0.04848896,0.003494499,0.00005116233,0.007803906,0.6834196,0.0004441634,0.0003593321,0.02025512,0.03047137,0.2045693],"study_design_scores_gemma":[0.000008697997,0.00007301819,0.009689336,0.001974293,0.0000143741,0.00142486,0.9589371,0.000288754,0.00006939341,0.01012807,0.01733222,0.00005989028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.34868,0.04173507,0.005362771,0.5575529,0.002492649,0.0007019682,0.0002180754,0.0001115636,0.04314494],"genre_scores_gemma":[0.969485,0.01665557,0.002440328,0.008955015,0.0005695719,0.0003509597,0.00006775393,0.00002639972,0.001449397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0228325,"threshold_uncertainty_score":0.1207513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399790478060147,"score_gpt":0.3792792144234222,"score_spread":0.3452813096428207,"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."}}