{"id":"W3097829292","doi":"10.1002/jms.4671","title":"A matrix‐assisted laser desorption/ionization imaging mass spectrometric approach to study weight‐related changes within thyroid tissue","year":2020,"lang":"en","type":"article","venue":"Journal of Mass Spectrometry","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Chemistry; Thyroid; Receiver operating characteristic; Internal medicine; Thyroid disease; Body mass index; Endocrinology; Medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007989448,0.0005408622,0.000902218,0.001732408,0.0002534344,0.000272693,0.00102748,0.0002053871,0.003777276],"category_scores_gemma":[0.0003574962,0.0005003207,0.0002519248,0.007494672,0.00005379851,0.0003168361,0.0001502007,0.001150309,0.00007649882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005889798,"about_ca_system_score_gemma":0.0001011141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009897586,"about_ca_topic_score_gemma":0.000001336863,"domain_scores_codex":[0.9959007,0.0001242709,0.001369953,0.0007212468,0.00123715,0.0006466669],"domain_scores_gemma":[0.996914,0.0001294231,0.001301644,0.0006126821,0.0003973604,0.0006448527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001848137,0.001414377,0.01052382,0.0001400499,0.0004409284,0.000164467,0.000722689,0.0002121666,0.9805021,0.002650311,0.001707596,0.001336688],"study_design_scores_gemma":[0.006927461,0.003471183,0.01092613,0.000179093,0.001280923,0.001528927,0.006407332,0.004870732,0.9484615,0.008396792,0.005228817,0.002321129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7647547,0.001908541,0.1877702,0.009397619,0.0003296613,0.001402474,0.00008420971,0.0008924524,0.03346007],"genre_scores_gemma":[0.8878471,0.0001236649,0.1103074,0.0002071283,0.0007768239,0.00004864695,0.00003040535,0.0001158986,0.0005429218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230923,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583604604558918,"score_gpt":0.2646092683007204,"score_spread":0.2487732222551312,"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."}}