{"id":"W7135451098","doi":"","title":"A Textbook of General Practice","year":2011,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002822457,0.0001896677,0.0005846028,0.0003345263,0.000209136,0.00001182681,0.0001581128,0.0001472064,0.00300908],"category_scores_gemma":[0.004029805,0.0001433391,0.0001857735,0.0006425208,0.0006022755,0.0001633994,0.0002351321,0.0007248876,0.00008362234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005723505,"about_ca_system_score_gemma":0.0008334419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074929,"about_ca_topic_score_gemma":0.00008941794,"domain_scores_codex":[0.9959318,0.0002163671,0.0006797119,0.000435245,0.002009057,0.0007278068],"domain_scores_gemma":[0.9970564,0.0004127741,0.0002044384,0.0005740124,0.001239442,0.0005129054],"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":[0.008347816,0.008248591,0.08938513,0.003064991,0.003392545,0.1986696,0.009087654,0.000001235894,0.01327487,0.1884337,0.4444502,0.03364363],"study_design_scores_gemma":[0.006806445,0.006348418,0.06129075,0.001160446,0.0005471429,0.01073986,0.009293565,0.000338232,0.01810347,0.002469454,0.8820527,0.0008495221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.223476,0.002290994,0.00003928415,0.001233715,0.0001932154,0.001067798,0.00002791347,0.00005838752,0.7716126],"genre_scores_gemma":[0.9628224,0.0006561671,0.002562606,0.0003525616,0.0003786334,0.00009034493,0.00001290533,0.0000381488,0.03308617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7393464,"threshold_uncertainty_score":0.9979023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208751574480921,"score_gpt":0.401830059834469,"score_spread":0.2809549023863769,"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."}}