{"id":"W4223963830","doi":"10.2460/javma.22.01.0043","title":"Veterinary professionals’ weight-related communication when discussing an overweight or obese pet with a client","year":2022,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"College of Veterinary Medicine, University of Georgia; Royal Canin; Zoetis","keywords":"Overweight; Weight management; Coding (social sciences); Medicine; Obesity; Health professionals; Best practice; Weight loss; Sample (material); Veterinary medicine; Family medicine; Psychology; Medical education; Nursing; Health care; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005210893,0.0001648201,0.0002603835,0.0007181941,0.00267442,0.0018159,0.0006265189,0.0009695229,0.00417408],"category_scores_gemma":[0.02515889,0.0002865182,0.0001749242,0.0005934867,0.001621101,0.001091653,0.002275828,0.0009545438,0.0004702054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051419,"about_ca_system_score_gemma":0.003855311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00700292,"about_ca_topic_score_gemma":0.01282012,"domain_scores_codex":[0.9942566,0.003885785,0.0003368376,0.0002293205,0.0007955006,0.0004959271],"domain_scores_gemma":[0.984342,0.009867668,0.003527022,0.0002547861,0.0009692609,0.001039286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003155916,0.0002602715,0.2259106,0.0007947429,0.00003303515,0.004595906,0.6876088,0.0001366052,0.003900996,0.0006859745,0.003461651,0.07229571],"study_design_scores_gemma":[0.00002032307,0.0003606215,0.1139761,0.0008151168,0.00003066109,0.00624348,0.8679739,0.0004348055,0.0008047515,0.0004522253,0.008848546,0.00003962172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948891,0.0003988058,0.0004272291,0.00123694,0.00002072557,0.00003465098,0.00002427135,0.000009411116,0.002958785],"genre_scores_gemma":[0.9971426,0.0006800202,0.001008322,0.000392385,0.00001644887,0.00005861015,0.00002360878,0.000005315255,0.000672647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00700292,"threshold_uncertainty_score":0.02755815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237345775298557,"score_gpt":0.4607329130641292,"score_spread":0.3369983355342735,"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."}}