{"id":"W1570567492","doi":"","title":"Radiologists warned their turf being invaded in ER","year":2002,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiology; Data science; Medical emergency; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005592648,0.0002512723,0.0003252181,0.0007823622,0.006555518,0.00366535,0.001114571,0.003946783,0.007863181],"category_scores_gemma":[0.03260658,0.0002717051,0.0004810058,0.0008723177,0.002997951,0.002841398,0.002153579,0.006992334,0.00150996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007384361,"about_ca_system_score_gemma":0.01666002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3677004,"about_ca_topic_score_gemma":0.6350312,"domain_scores_codex":[0.9932018,0.001483476,0.0002412441,0.0002264507,0.001812901,0.003034067],"domain_scores_gemma":[0.980222,0.003030395,0.002799448,0.0007941236,0.007049801,0.006104258],"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":[0.0003013033,0.0001041566,0.1975037,0.0002450596,0.0001019733,0.003221526,0.02680925,0.0001633354,0.0008881736,0.009151376,0.6221453,0.1393649],"study_design_scores_gemma":[0.00004364406,0.0001827247,0.2527084,0.000875925,0.00008657569,0.002653878,0.1226151,0.000160843,0.0008803534,0.002163145,0.6175155,0.0001138228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2687072,0.003211245,0.0006591779,0.6338911,0.004626055,0.00008870127,0.0006730135,0.0002186444,0.08792499],"genre_scores_gemma":[0.7306806,0.003307656,0.0008568232,0.2255281,0.001689475,0.00003107335,0.0003197982,0.0001020746,0.03748438],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3677004,"threshold_uncertainty_score":0.7311203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707846528295935,"score_gpt":0.2575016371775021,"score_spread":0.2104231718945427,"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."}}