{"id":"W7025014503","doi":"","title":"A Tipperary emigrant's manuscript","year":2013,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; National library; Presentation (obstetrics); Ridiculous; Subject (documents)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009325002,0.0002784524,0.0005143275,0.0007055088,0.0001070791,0.00001827802,0.0003199447,0.0004317077,0.0005889151],"category_scores_gemma":[0.0001347302,0.000228771,0.0001752007,0.0007410801,0.0005598507,0.0003874328,0.0001266699,0.0003988988,0.0006653629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007280426,"about_ca_system_score_gemma":0.0001313347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002047292,"about_ca_topic_score_gemma":0.00002029592,"domain_scores_codex":[0.9984078,0.000009956947,0.0004791566,0.0004314305,0.0002664293,0.0004052181],"domain_scores_gemma":[0.998625,0.00001468924,0.0001403695,0.000899823,0.0001828507,0.0001372523],"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":[0.0005707195,0.004630547,0.1652651,0.0008059856,0.002274637,0.001736633,0.0005333246,0.00001383708,0.191122,0.1070693,0.2613544,0.2646236],"study_design_scores_gemma":[0.006660348,0.001867901,0.02948961,0.000475635,0.0007061303,0.001142727,0.0006183144,0.000146908,0.4873079,0.01856056,0.45232,0.0007038938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667107,0.001072616,0.0001153454,0.01743074,0.0008065745,0.0008430267,0.00001249925,0.0005394191,0.01246902],"genre_scores_gemma":[0.9871778,0.0001323435,0.009372946,0.0006611083,0.0001088854,0.000229116,0.00004937331,0.00002972229,0.002238744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2961859,"threshold_uncertainty_score":0.9329012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011993061721983,"score_gpt":0.2676058998279778,"score_spread":0.247485969210758,"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."}}