{"id":"W2575285830","doi":"","title":"Ocular clinical imaging and histopathological correlation: identifying the optimal fixation protocol","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Fixation (population genetics); Medicine; Ophthalmology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005697616,0.001005053,0.0009236099,0.003862011,0.00138531,0.00137898,0.00092681,0.001621783,0.004651029],"category_scores_gemma":[0.01034059,0.0005579239,0.0006512179,0.00105301,0.0008205601,0.002462569,0.0008171908,0.001599713,0.001340323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183263,"about_ca_system_score_gemma":0.002744872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999818,"about_ca_topic_score_gemma":0.003744833,"domain_scores_codex":[0.9981617,0.0005419323,0.0005020922,0.0002239748,0.0004441766,0.0001260565],"domain_scores_gemma":[0.9977449,0.0007750997,0.000383233,0.0002454912,0.0006958732,0.0001553337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003301189,0.00156614,0.1101643,0.001715359,0.0002298757,0.009001856,0.001055532,0.009736447,0.1135996,0.007413377,0.02285371,0.7193626],"study_design_scores_gemma":[0.001029285,0.008142591,0.5198352,0.01154823,0.001369499,0.07513589,0.006061839,0.04890561,0.1383426,0.04270724,0.1458823,0.001039765],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3962122,0.07064719,0.4211535,0.02535599,0.002400715,0.0110069,0.001431002,0.001856826,0.06993556],"genre_scores_gemma":[0.5937022,0.01601485,0.3741445,0.002582739,0.001341355,0.004486618,0.0006998707,0.0003341159,0.006693799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005697616,"threshold_uncertainty_score":0.03013229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09138104337297903,"score_gpt":0.4213261840004612,"score_spread":0.3299451406274821,"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."}}