{"id":"W4392095204","doi":"10.1302/3114-240536","title":"The Time-out: Team Involvement – Patient, Practitioner, Program and Pathways to Greener ORs (in Alberta)","year":2024,"lang":"en","type":"dataset","venue":"OrthoMedia","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005102548,0.0003586599,0.0003923881,0.0005345685,0.000199299,0.0004482899,0.0003335167,0.0003743694,0.00009350667],"category_scores_gemma":[0.0003093593,0.0002493687,0.0000700885,0.0006223352,0.00008154837,0.0002425669,0.0005817404,0.0005810427,0.00564352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007790488,"about_ca_system_score_gemma":0.00009631791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01267495,"about_ca_topic_score_gemma":0.1464178,"domain_scores_codex":[0.997849,0.00002824123,0.0005754378,0.0006092744,0.0003803744,0.0005576732],"domain_scores_gemma":[0.9988427,0.0001167716,0.0002918478,0.0006023204,0.00009913628,0.00004724901],"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":[0.000008676292,0.00008150234,0.0003061257,0.0005415339,0.0000288356,0.00005182997,0.00004698029,2.451611e-7,0.000001495533,0.0004628704,0.9177348,0.08073511],"study_design_scores_gemma":[0.0001354,0.00006778156,0.0001813354,0.000313316,0.00003905307,0.000003977073,0.0001558048,0.00003277806,4.633094e-7,0.0004206549,0.9983518,0.0002976259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01127431,0.002134142,0.000002125753,0.02451876,0.009085986,0.009061254,0.937327,0.0007507245,0.005845684],"genre_scores_gemma":[0.001658826,0.0004188941,0.00006783417,0.002727677,0.002171489,0.002341123,0.989538,0.00009538393,0.0009807704],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1337428,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407118375473405,"score_gpt":0.2469295823490765,"score_spread":0.2328583985943425,"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."}}