{"id":"W4367184318","doi":"10.24908/pocus.v8i1.16075","title":"We Don't Talk Enough About Overuse Injuries in Clinicians Using POCUS","year":2023,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical medicine and rehabilitation; Psychology; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01225027,0.0008584829,0.001100286,0.001504876,0.009379705,0.00734541,0.001653305,0.01187288,0.01412768],"category_scores_gemma":[0.1780225,0.0009627064,0.001052546,0.0006342914,0.006431475,0.01093574,0.005209536,0.01886068,0.006822255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856844,"about_ca_system_score_gemma":0.006378936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003763005,"about_ca_topic_score_gemma":0.005401372,"domain_scores_codex":[0.9781356,0.01034026,0.002404751,0.001121823,0.005920895,0.002076735],"domain_scores_gemma":[0.8986433,0.04761221,0.01286912,0.002263056,0.0202305,0.01838173],"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":[0.0002368557,0.0004640649,0.05369701,0.002568298,0.0003528863,0.0175311,0.05536441,0.000274678,0.001764188,0.005577365,0.7031509,0.1590182],"study_design_scores_gemma":[0.0001349528,0.0007505349,0.02073676,0.0180983,0.0004007948,0.05551917,0.2320412,0.0005198381,0.001401518,0.02306017,0.646659,0.0006777667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03567013,0.01404092,0.0049321,0.8778821,0.03090179,0.0001087589,0.000104468,0.0004171391,0.03594257],"genre_scores_gemma":[0.2154622,0.0143935,0.005360444,0.7386156,0.01470683,0.0002122632,0.0001083274,0.0004058099,0.01073496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01412768,"threshold_uncertainty_score":0.06478631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426284481478937,"score_gpt":0.3518815662310214,"score_spread":0.317618721416232,"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."}}