{"id":"W578067420","doi":"10.1007/978-1-60327-431-9","title":"Nutrition Guide for Physicians","year":2009,"lang":"en","type":"book","venue":"Humana Press eBooks","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Medicine; Clinical nutrition; Medical education; Family medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000300802,0.00035715,0.0005307825,0.000161029,0.0009804684,0.00003165477,0.0003155828,0.0007428706,0.00007724871],"category_scores_gemma":[0.00005319097,0.0004070862,0.0002528127,0.000008583548,0.0001026942,0.0000688127,0.0000298151,0.0006847349,0.0001122686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004874959,"about_ca_system_score_gemma":0.0004471874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007998945,"about_ca_topic_score_gemma":0.0001798176,"domain_scores_codex":[0.9977048,0.0001406161,0.0007739936,0.0005025251,0.0002695385,0.0006084993],"domain_scores_gemma":[0.9978824,0.0003254293,0.0005480902,0.0006151031,0.0005222969,0.00010669],"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":[0.00003763624,0.00009360108,1.296964e-7,0.003681158,0.00004417202,9.157174e-7,0.00354262,2.831638e-7,0.000009953575,0.06448411,0.8998767,0.02822877],"study_design_scores_gemma":[0.001030015,0.000129942,0.00001438071,0.003936593,0.0001772651,3.136613e-7,0.0005133167,0.000006365247,0.00003764741,0.07305893,0.9207318,0.0003634701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009169802,0.006236972,0.0004247142,0.0001173649,0.002512554,0.002835396,0.0002410788,0.0002737931,0.987349],"genre_scores_gemma":[0.00005164824,0.001832172,0.0007736496,0.001792604,0.01112333,0.001448464,0.001683482,0.0001166966,0.9811779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02786529,"threshold_uncertainty_score":0.9998381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156933625343666,"score_gpt":0.4339073649174542,"score_spread":0.2769737395737882,"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."}}