{"id":"W4400745388","doi":"10.3389/fvets.2024.1418747","title":"Best practices for recruitment in veterinary clinical trials","year":2024,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Colorado State University; Ohio State University","keywords":"Workforce; Best practice; Incentive; Clinical trial; Medicine; Veterinary medicine; Quality (philosophy); Nursing; Medical education; Business; Pathology; Management; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3902779,0.002859605,0.006228381,0.009997747,0.00247614,0.01203045,0.008171245,0.01134532,0.01039324],"category_scores_gemma":[0.5060602,0.002590526,0.006494251,0.01057713,0.007554141,0.008230304,0.007350491,0.0111646,0.007873178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007124019,"about_ca_system_score_gemma":0.03758897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00304056,"about_ca_topic_score_gemma":0.004502697,"domain_scores_codex":[0.4542062,0.4011598,0.08367858,0.007113233,0.051247,0.002595163],"domain_scores_gemma":[0.4139487,0.4469634,0.04767718,0.02989702,0.05774016,0.003773446],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003821123,0.0002212037,0.001122133,0.1612774,0.001034521,0.0003154782,0.004729365,0.001074797,0.0006205497,0.02493422,0.05271915,0.7515692],"study_design_scores_gemma":[0.0006549081,0.0003062811,0.002595644,0.4582791,0.001095721,0.0008791187,0.001260771,0.0008165883,0.001015103,0.04138254,0.4915345,0.0001797384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001231559,0.7830364,0.09513403,0.06136025,0.008381339,0.02733946,0.001293705,0.001064224,0.02115897],"genre_scores_gemma":[0.01647386,0.4742454,0.4299906,0.02270238,0.00253325,0.04791036,0.001498592,0.0004036902,0.004241862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6097221,"threshold_uncertainty_score":0.7518959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9607364688770164,"score_gpt":0.7703052032299558,"score_spread":0.1904312656470606,"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."}}