{"id":"W4386448862","doi":"10.1055/a-2114-3029","title":"GPR meets Africa","year":2023,"lang":"de","type":"article","venue":"RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Sick child; Library science; Executive director; Medicine; Family medicine; Medical education; Pediatrics; Management","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":[0.001343635,0.0009388421,0.0004016474,0.0007080478,0.002586076,0.00306849,0.0007047686,0.004516548,0.3647034],"category_scores_gemma":[0.003960464,0.0003850196,0.0003016232,0.0007428232,0.0006552777,0.003712911,0.006266401,0.003912478,0.1692063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008470353,"about_ca_system_score_gemma":0.002890488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773756,"about_ca_topic_score_gemma":0.003663776,"domain_scores_codex":[0.9987655,0.0003164189,0.00004903291,0.00013943,0.000187229,0.0005423664],"domain_scores_gemma":[0.9975101,0.0002385046,0.0001342653,0.000123638,0.0003446669,0.001648872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000285991,0.00002632944,0.0003705399,0.0001429498,0.000001700965,0.0005418304,0.000347503,0.000008769114,0.0003254878,0.002802947,0.9503779,0.04502549],"study_design_scores_gemma":[0.000005356987,0.000009217954,0.0004120455,0.00005780997,4.289636e-7,0.0003062989,0.0004920708,0.000004206207,0.00002277336,0.0002760659,0.9984117,0.000002133868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007127566,0.01549897,0.001465785,0.3507027,0.0573065,0.0002649192,0.00259615,0.001264452,0.563773],"genre_scores_gemma":[0.02611151,0.00792804,0.001243838,0.06577279,0.009468134,0.000167154,0.0007758107,0.0004873589,0.8880455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3647034,"threshold_uncertainty_score":0.9061734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04546840798143554,"score_gpt":0.3067205920997834,"score_spread":0.2612521841183478,"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."}}