{"id":"W4411660156","doi":"10.51847/jvxy6zlwvn","title":"10.51847/JvxY6ZLWvN","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Veterinary medicine and infectious diseases","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumonia; Medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003878399,0.001275714,0.0006862437,0.001121644,0.0007437475,0.002156307,0.001121632,0.00215177,0.9590256],"category_scores_gemma":[0.0004632189,0.0004732377,0.0005248121,0.0007193215,0.000541239,0.001139126,0.001651094,0.001052748,0.9593009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006521714,"about_ca_system_score_gemma":0.0005152082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165005,"about_ca_topic_score_gemma":0.001476785,"domain_scores_codex":[0.9997203,0.00001783578,0.0000203796,0.00008772361,0.00009604618,0.00005767453],"domain_scores_gemma":[0.9995989,0.00004482675,0.00002582574,0.00005194814,0.00007459473,0.0002038709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00059056,0.0005560569,0.001494295,0.0004109693,0.00002482408,0.0005247703,0.00009073658,0.000358474,0.02835203,0.004043105,0.1968652,0.7666889],"study_design_scores_gemma":[0.00009921019,0.0001529615,0.001884836,0.0001394584,0.00001021073,0.000656694,0.0000883512,0.0004103712,0.003732587,0.0008783972,0.9919319,0.00001505721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003482422,0.0008623602,0.001996621,0.0007374934,0.0009231737,0.000127197,0.001928032,0.00227818,0.9876644],"genre_scores_gemma":[0.003847115,0.0002682442,0.0006385645,0.0002155317,0.00007066785,0.00003784165,0.001670505,0.0002589962,0.9929925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04097444,"threshold_uncertainty_score":0.05844504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367972149707975,"score_gpt":0.2558396712428705,"score_spread":0.2321599497457907,"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."}}