{"id":"W2473920265","doi":"","title":"Preparing LPNs to work in the OR.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care","funders":"","keywords":"Work (physics); Computer science; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.005398329,0.0002304406,0.0001930423,0.001176727,0.003344165,0.005236412,0.001029888,0.002366767,0.1194295],"category_scores_gemma":[0.02626154,0.0001852217,0.0002533331,0.000874469,0.0007681282,0.004895609,0.003823886,0.003051655,0.02954348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098888,"about_ca_system_score_gemma":0.01829962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005371829,"about_ca_topic_score_gemma":0.01871141,"domain_scores_codex":[0.9975673,0.001083714,0.0001934281,0.0001520638,0.000538383,0.0004651214],"domain_scores_gemma":[0.9872021,0.002120676,0.000745011,0.0006249726,0.004529448,0.004777746],"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":[0.00004462872,0.000103235,0.002252884,0.0001969004,0.000005585513,0.0006072116,0.001503728,0.0001062458,0.0003547095,0.01153617,0.7844187,0.1988701],"study_design_scores_gemma":[0.000007952477,0.00003462905,0.001737397,0.000311062,0.000004458332,0.0003364659,0.00595514,0.00007144757,0.0003258478,0.004480574,0.9867225,0.00001244895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02299251,0.01344226,0.01477831,0.400795,0.03098243,0.0006985635,0.001641885,0.001148923,0.5135202],"genre_scores_gemma":[0.1544932,0.02066972,0.0347844,0.07463981,0.006957107,0.0007591787,0.002570907,0.0006382319,0.7044875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1194295,"threshold_uncertainty_score":0.3995315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796151339137025,"score_gpt":0.224471918358078,"score_spread":0.1965104049667078,"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."}}