{"id":"W4399265162","doi":"10.1097/01.eem.0001024308.23091.9e","title":"Technology & Inventions","year":2024,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001312527,0.001627361,0.0007639141,0.00308277,0.002298297,0.007915237,0.001814494,0.003345676,0.4686787],"category_scores_gemma":[0.005909161,0.0006727059,0.001070692,0.002475216,0.001292814,0.00696463,0.003054162,0.002762764,0.5231667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396616,"about_ca_system_score_gemma":0.00152405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185786,"about_ca_topic_score_gemma":0.001266882,"domain_scores_codex":[0.9978778,0.0001645407,0.0001105159,0.0003138454,0.001353331,0.0001799666],"domain_scores_gemma":[0.9974879,0.0003785811,0.0001205073,0.0004391818,0.001249649,0.0003241902],"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":[0.00005430783,0.00004482663,0.0001300345,0.0004044999,0.000004833955,0.0002356117,0.0001359853,0.00008966365,0.001522547,0.02455898,0.7330346,0.2397842],"study_design_scores_gemma":[0.000003589337,0.00001125284,0.00004185376,0.00005683708,0.000001684533,0.0001484357,0.00002298352,0.0000429729,0.000282757,0.001560576,0.9978218,0.000005331135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005994894,0.008199587,0.007405368,0.006378768,0.01404746,0.0002766279,0.001463164,0.002931982,0.9586975],"genre_scores_gemma":[0.004720041,0.006408569,0.005403871,0.003363317,0.002071054,0.0001649795,0.000971827,0.0007513609,0.9761451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4686787,"threshold_uncertainty_score":0.7578654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743384139359061,"score_gpt":0.3346805969747514,"score_spread":0.2872467555811608,"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."}}