{"id":"W4396763952","doi":"10.59236/sc.v1i2.45","title":"In Our Stroke Unit","year":2024,"lang":"en","type":"article","venue":"Stroke Clinician","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Unit (ring theory); Stroke (engine); Medicine; Psychology; Engineering; Mathematics education; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002252738,0.001910368,0.001247553,0.001811524,0.007348267,0.008295183,0.001929095,0.01230534,0.3268388],"category_scores_gemma":[0.01379875,0.0008966146,0.001067543,0.001214035,0.00185324,0.006550467,0.008231585,0.01515553,0.1126239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240039,"about_ca_system_score_gemma":0.009984042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005018202,"about_ca_topic_score_gemma":0.01683059,"domain_scores_codex":[0.9964896,0.000622414,0.0002892218,0.0003184308,0.001178053,0.001102263],"domain_scores_gemma":[0.9829988,0.0009246142,0.0005360972,0.0005697203,0.003496361,0.01147443],"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":[0.00003557704,0.00004276995,0.0002864054,0.00005485704,0.000003528528,0.0004644619,0.00005017252,0.00001263598,0.000114492,0.0005641019,0.9782732,0.02009788],"study_design_scores_gemma":[0.00006495358,0.00008898902,0.001658106,0.0004483428,0.00001151197,0.0008167997,0.001051843,0.00004906138,0.00009938848,0.002465273,0.9932142,0.00003149834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002536974,0.0100417,0.001155365,0.5498449,0.3161328,0.0001745311,0.000406819,0.0009608725,0.118746],"genre_scores_gemma":[0.01856877,0.01097787,0.002151644,0.4490381,0.1703617,0.000259989,0.0007203977,0.0005645415,0.3473569],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3268388,"threshold_uncertainty_score":0.9601828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664073301749,"score_gpt":0.3839750751631413,"score_spread":0.3473343421456513,"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."}}