{"id":"W4225311320","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a3969","title":"Pilot Study of a Scalable Web- and Videoconference-Based Training Platform to Improve ICU Nurses’ Serious Illness Communication Skills","year":2022,"lang":"en","type":"article","venue":"","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Videoconferencing; Scalability; Training (meteorology); Web application; Computer science; Medical emergency; Medicine; Multimedia; World Wide Web; Operating system","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":[0.001973976,0.000498167,0.0003422373,0.0004057876,0.0005673565,0.0005291231,0.0007780282,0.000619314,0.00813713],"category_scores_gemma":[0.003691109,0.0002080144,0.0004129843,0.0002084524,0.0003247856,0.0007044657,0.000835931,0.0008494982,0.000951155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443167,"about_ca_system_score_gemma":0.001987147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677058,"about_ca_topic_score_gemma":0.003952767,"domain_scores_codex":[0.9992961,0.0002778643,0.00004654147,0.0001007153,0.0001245583,0.0001541626],"domain_scores_gemma":[0.9972954,0.0009180044,0.0001276183,0.0001889403,0.0005824824,0.000887567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.03628277,0.5283892,0.0282068,0.001595908,0.0003031774,0.001209026,0.003729326,0.002421073,0.05864031,0.0004573348,0.005086982,0.3336781],"study_design_scores_gemma":[0.01841172,0.7938589,0.1401662,0.0002741154,0.0004459508,0.0004691472,0.004367579,0.01232171,0.02195242,0.0003575386,0.007253904,0.0001208299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952633,0.00003497596,0.001020146,0.00008589718,0.00004989191,0.002355759,0.000187442,0.0000859815,0.0009165799],"genre_scores_gemma":[0.982599,0.000114327,0.009819005,0.0003340573,0.0000628808,0.00404983,0.0004599454,0.00002425557,0.002536687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00813713,"threshold_uncertainty_score":0.02722144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04551245162967725,"score_gpt":0.4047692764597529,"score_spread":0.3592568248300756,"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."}}