{"id":"W2787778028","doi":"10.30666/elore.79271","title":"Rakkautta khevsuretilaisten tapaan","year":2016,"lang":"fi","type":"article","venue":"Elore","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":[0.0007550148,0.0005325988,0.0003739637,0.0006519234,0.001712326,0.002338378,0.0005005057,0.001364239,0.05725831],"category_scores_gemma":[0.00116404,0.0001900621,0.0003367715,0.0004545696,0.000794096,0.001139756,0.001666576,0.00141092,0.01701295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135687,"about_ca_system_score_gemma":0.003569708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002674096,"about_ca_topic_score_gemma":0.003683238,"domain_scores_codex":[0.9994837,0.00008195772,0.00003924125,0.00009673127,0.0001722942,0.0001260922],"domain_scores_gemma":[0.9992736,0.0001961433,0.000098184,0.00003979432,0.0002823618,0.0001099816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001204377,0.0008912354,0.01264018,0.002541464,0.0000777151,0.00396992,0.004911931,0.000950695,0.0252035,0.03984142,0.08529153,0.8224761],"study_design_scores_gemma":[0.00004661732,0.0003015861,0.0159494,0.0007509419,0.00006004433,0.003049328,0.002986435,0.0005622605,0.008507716,0.005802722,0.961932,0.00005102004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1495005,0.08728937,0.009954055,0.03069111,0.007475041,0.0001924483,0.001400323,0.001229586,0.7122675],"genre_scores_gemma":[0.4307781,0.03423381,0.01337277,0.003881869,0.001567727,0.0001268679,0.00112488,0.0002821629,0.5146319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05725831,"threshold_uncertainty_score":0.1915481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04778559370969773,"score_gpt":0.369395491076331,"score_spread":0.3216098973666333,"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."}}