{"id":"W7028603071","doi":"","title":"Fast and Reproducible High-Resolution T2* and Susceptibility Mapping of the Human Brain","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Human brain; Quantitative susceptibility mapping; Brain mapping; Human head","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":[0.0007645453,0.0004441301,0.0003959545,0.0001278713,0.0005327546,0.00004347656,0.0003637054,0.0006375764,0.000009788132],"category_scores_gemma":[0.0005779587,0.0003982522,0.0001490444,0.0002459353,0.00023335,0.00002598866,0.0004019278,0.0007100758,0.000002659392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214688,"about_ca_system_score_gemma":0.00003705078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002690624,"about_ca_topic_score_gemma":0.00126981,"domain_scores_codex":[0.9972404,0.0001960648,0.0005523403,0.001408313,0.0002526834,0.0003501997],"domain_scores_gemma":[0.9982227,0.00002669206,0.0003444219,0.001108761,0.0002040785,0.00009335757],"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":[0.00004722124,0.00003997949,0.0002456788,0.0005135011,0.00005768524,0.000002176966,0.00001095843,0.000003431223,0.9838013,0.003813597,0.00002622216,0.01143823],"study_design_scores_gemma":[0.0002170533,0.0001632546,0.007365878,0.000494827,0.0000670889,0.00001383643,0.0001710169,0.000003686303,0.9747787,0.01011551,0.006184026,0.0004251662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952945,0.00148602,0.000004478786,0.00003527963,0.0003285827,0.0006598881,0.0004603344,0.00007349864,0.001657482],"genre_scores_gemma":[0.9923812,0.0003302801,0.002572007,0.00007938426,0.00005632325,0.00005946841,0.0006564534,0.0001042664,0.003760573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101306,"threshold_uncertainty_score":0.9998469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101851066465291,"score_gpt":0.266098329563984,"score_spread":0.2550798188993311,"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."}}