{"id":"W7066970683","doi":"","title":"Infrared spectroscopy of biofluids: from the research lab to the clinical lab","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Silymarin and Mushroom Poisoning","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectroscopy; Infrared; Infrared spectroscopy; Analytical Chemistry (journal)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001950469,0.00008798492,0.0002271946,0.00005039117,0.0001243192,0.00002394311,0.000354653,0.00008962586,0.001341856],"category_scores_gemma":[0.001541701,0.00004566053,0.0000938495,0.0003683829,0.0002194695,0.00003138881,0.0002028997,0.0005679515,0.0004914771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004899572,"about_ca_system_score_gemma":0.0001758069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825212,"about_ca_topic_score_gemma":0.0001208808,"domain_scores_codex":[0.9983387,0.0002663252,0.000348026,0.0002310924,0.000501723,0.000314115],"domain_scores_gemma":[0.9976994,0.001228756,0.00004027337,0.0007500657,0.0001512861,0.000130266],"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":[0.0005664893,0.0002326664,0.04652005,0.00001058423,0.0001066261,0.00001014841,0.00288329,0.000001273629,0.1347736,0.002994277,0.7652747,0.04662627],"study_design_scores_gemma":[0.001421363,0.0004898983,0.1330957,0.0001414376,0.00004714225,0.000005435815,0.001129351,0.0001293997,0.06286315,0.002035279,0.7985509,0.00009097814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123888,0.0003778472,0.00005849461,0.04988532,0.0002261677,0.0004355387,0.00001499942,0.00003401626,0.1365788],"genre_scores_gemma":[0.9770839,0.0002343749,0.007466942,0.00568238,0.002214913,0.00002549031,0.000009030287,0.00002226199,0.007260669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646952,"threshold_uncertainty_score":0.999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056929698643555,"score_gpt":0.4299685937463911,"score_spread":0.3242756238820357,"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."}}