{"id":"W4242862770","doi":"10.1155/2008/451381","title":"Letter to the Editor","year":2008,"lang":"en","type":"letter","venue":"Pain Research and Management","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005762079,0.0001575594,0.0001784582,0.0002720316,0.002444064,0.00004238096,0.0003671298,0.000212149,0.0003144426],"category_scores_gemma":[0.0004045312,0.0001002166,0.00003266985,0.0002621517,0.0001205518,0.00005838696,0.0009358869,0.003091117,0.003422604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191917,"about_ca_system_score_gemma":0.00006361531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806694,"about_ca_topic_score_gemma":0.00002722672,"domain_scores_codex":[0.9948799,0.002759708,0.0002485978,0.000395518,0.0008009477,0.0009153433],"domain_scores_gemma":[0.99631,0.002741016,0.00006096349,0.0005795514,0.0002165449,0.0000919024],"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":[0.00002097788,0.0000175422,0.00005782779,0.0007201988,0.0000909821,0.0001544182,0.001828896,6.614911e-8,1.79589e-7,0.00003476163,0.9948891,0.002184986],"study_design_scores_gemma":[0.0001017064,0.0001416399,0.0003388651,0.0001451128,0.000009500835,9.788545e-7,0.002652506,0.000001166114,3.859081e-8,0.00008386291,0.9964174,0.0001072398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00002468594,0.0003718971,0.0001351742,0.9506768,0.003878257,0.001906557,0.000008796366,0.0000323113,0.04296552],"genre_scores_gemma":[0.00001960097,0.004053627,0.0001497348,0.7077812,0.06971586,0.00230203,0.00002845413,0.00002194024,0.2159275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2428956,"threshold_uncertainty_score":0.9992088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4689135654814133,"score_gpt":0.5569440322435958,"score_spread":0.08803046676218246,"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."}}