{"id":"W3039017685","doi":"10.1017/s1431927600035212","title":"Matrix Protein Structural Analysis of Brain Aneurysms by Polarizing Microscopy","year":2000,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Birefringence; Ultimate tensile strength; Materials science; Lesion; Anatomy; Stiffness; Collagen fibril; Matrix (chemical analysis); Composite material; Collagen fiber; Polarized light microscopy; Pathology; Optics; Medicine; Physics","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":[0.0002698625,0.0002830466,0.0005385375,0.0003507939,0.0001876933,0.00007511847,0.0003090535,0.0001900797,0.0008242884],"category_scores_gemma":[0.00005804751,0.0002845054,0.0003436756,0.001144554,0.0002705058,0.00001126388,0.0001113502,0.0001525364,0.000008967944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000215045,"about_ca_system_score_gemma":0.00004994975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009067853,"about_ca_topic_score_gemma":0.0003152891,"domain_scores_codex":[0.9980976,0.0001718646,0.0004077789,0.0007066944,0.0001754,0.0004406416],"domain_scores_gemma":[0.9990865,0.00002539957,0.0001256957,0.0005222445,0.0001174192,0.0001227682],"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":[0.0001832517,0.0000490983,0.01351931,0.00003198265,0.001678246,0.000002408344,0.0001221069,0.00002827267,0.9799423,0.000006001264,0.0009757764,0.003461255],"study_design_scores_gemma":[0.0005669773,0.0001659586,0.003536596,0.000009867699,0.0008098122,0.000007267941,0.0001262549,0.0002333912,0.9834001,0.00001679894,0.01082458,0.0003023684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895357,0.008809497,0.0006023032,0.0002537346,0.00001118272,0.0002600845,0.0003783478,0.00001136193,0.000137744],"genre_scores_gemma":[0.9904035,0.0002734892,0.0012204,0.0001375879,0.00002349915,0.0000162328,0.0007531138,0.00003117166,0.007141031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009982716,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005585224898118224,"score_gpt":0.3018043521526099,"score_spread":0.2962191272544917,"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."}}