{"id":"W2898974097","doi":"10.22233/20412495.1118.18","title":"Clinical conundrum","year":2018,"lang":"en","type":"article","venue":"BSAVA Companion","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; History; Psychology; Geography; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769952,0.0009856612,0.0008063252,0.001591383,0.002712092,0.002791403,0.00201412,0.009933778,0.02918803],"category_scores_gemma":[0.02198783,0.0004331229,0.0006430151,0.0009938414,0.003166549,0.003515086,0.002150788,0.0112301,0.0134999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661507,"about_ca_system_score_gemma":0.002740543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824496,"about_ca_topic_score_gemma":0.00269441,"domain_scores_codex":[0.997922,0.0005806519,0.000271121,0.0003597052,0.0005367285,0.0003297716],"domain_scores_gemma":[0.9885041,0.002741662,0.000966905,0.0005342785,0.003310123,0.003942985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001003479,0.0001117721,0.004525351,0.0003866041,0.00002005247,0.1455919,0.000498555,0.0002666714,0.0004186323,0.008040716,0.7803102,0.0597292],"study_design_scores_gemma":[0.0001331966,0.0001605821,0.002577885,0.002673247,0.00002988181,0.4418446,0.002130763,0.0007600291,0.0002854377,0.02050727,0.5288332,0.00006384143],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008619924,0.03241581,0.003313036,0.8057159,0.04830448,0.0001340236,0.0001915602,0.0003025507,0.1010027],"genre_scores_gemma":[0.20657,0.03726416,0.004272114,0.5322019,0.159006,0.0002336191,0.0004896824,0.0002134388,0.05974926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02918803,"threshold_uncertainty_score":0.09764373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5899887189844331,"score_gpt":0.6234147632138475,"score_spread":0.03342604422941442,"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."}}