{"id":"W4403318774","doi":"10.2460/javma.24.07.0493","title":"The Value Matrix: a communication tool to support shared decision-making and the practice of Spectrum of Care","year":2024,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Value (mathematics); Relevance (law); Preference; Matrix (chemical analysis); Computer science; Medicine; Nursing; Medical education; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02255294,0.001545219,0.0007261307,0.004403024,0.002576922,0.006263598,0.002089647,0.002237328,0.03294261],"category_scores_gemma":[0.09717229,0.0006628879,0.0008750136,0.002250589,0.00260384,0.009420186,0.00820365,0.003299351,0.006724866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046983,"about_ca_system_score_gemma":0.005654257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007735261,"about_ca_topic_score_gemma":0.001957363,"domain_scores_codex":[0.9755069,0.02002522,0.001160008,0.000440726,0.002435409,0.000431741],"domain_scores_gemma":[0.9015532,0.08195639,0.003669052,0.003139746,0.005459436,0.00422226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006908412,0.0006185889,0.003305322,0.002479914,0.000080556,0.001205133,0.04116204,0.001848009,0.003091768,0.06676112,0.2573594,0.6213973],"study_design_scores_gemma":[0.0004397812,0.0008941132,0.003052736,0.005895412,0.0001066997,0.002601624,0.02718709,0.01386347,0.003280207,0.1538951,0.7883403,0.0004434594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04808126,0.002143329,0.7094752,0.05889868,0.003067849,0.004473886,0.003753751,0.01594585,0.1541602],"genre_scores_gemma":[0.1517972,0.0019886,0.8142965,0.003309856,0.0005576005,0.005169792,0.00145467,0.001310996,0.02011466],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03294261,"threshold_uncertainty_score":0.1192728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05854682909371566,"score_gpt":0.4971946844667857,"score_spread":0.4386478553730701,"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."}}