{"id":"W7095748794","doi":"","title":"Commentary","year":2008,"lang":"en","type":"article","venue":"","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000643116,0.00002790236,0.00006371726,0.0000175018,0.00004630309,3.468662e-7,0.0000221493,0.00002009915,0.00441824],"category_scores_gemma":[0.0001158931,0.00002187133,0.00002021093,0.00003047482,0.00008412466,0.00003675215,0.00000837948,0.0001100108,0.0009553283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003454496,"about_ca_system_score_gemma":0.00002438275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004645763,"about_ca_topic_score_gemma":0.000001438607,"domain_scores_codex":[0.999657,0.0000120837,0.00005924773,0.00005653134,0.0001513376,0.00006385192],"domain_scores_gemma":[0.9997022,0.00005104052,0.000009257132,0.0001069363,0.00001203262,0.0001185404],"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":[0.00002627379,0.00008577897,0.003036751,0.000004156799,0.000007856312,0.0002799662,0.00009491992,1.787508e-8,0.0003606429,0.00003848116,0.9942617,0.001803391],"study_design_scores_gemma":[0.000544071,0.00007558837,0.008178144,0.000003962804,0.00001228807,0.0005590337,0.00003071473,0.0000145557,0.0002286882,0.000005723573,0.9903216,0.00002565589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2094306,0.0001629563,0.0005208109,0.1663774,0.0002087852,0.0001047365,2.574919e-7,0.0001291803,0.6230652],"genre_scores_gemma":[0.7518528,0.00004351975,0.007467208,0.2049217,0.0002377029,0.000002464303,0.000005864905,0.000008374361,0.0354604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5876048,"threshold_uncertainty_score":0.9998226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442582294455313,"score_gpt":0.3052244275468297,"score_spread":0.2609661981012983,"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."}}