{"id":"W2165842181","doi":"10.1002/hep.20270","title":"Try, try, try again … and again","year":2004,"lang":"en","type":"article","venue":"Hepatology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.003570831,0.001161185,0.0006870044,0.0009954908,0.006511838,0.01188784,0.001495851,0.005312233,0.08423121],"category_scores_gemma":[0.01494771,0.0005674027,0.0007505224,0.0004866407,0.0101022,0.01244774,0.008348804,0.01503816,0.09010304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849213,"about_ca_system_score_gemma":0.003094501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005545687,"about_ca_topic_score_gemma":0.01123963,"domain_scores_codex":[0.9957845,0.001405615,0.0001141481,0.0005199689,0.001271202,0.000904543],"domain_scores_gemma":[0.9949294,0.0006532732,0.000275821,0.0004642134,0.001229614,0.002447666],"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":[0.00006527419,0.0001241263,0.0009388233,0.0001623121,0.00002929338,0.0004367252,0.00941225,0.00005189958,0.0006894471,0.04951953,0.8720955,0.06647486],"study_design_scores_gemma":[0.000009483007,0.0000317444,0.0002457835,0.0001392156,0.000006009301,0.0004120164,0.004604999,0.00004419179,0.0001419733,0.008982297,0.9853582,0.00002401979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005803654,0.008598894,0.01312691,0.4151416,0.04742599,0.0002291085,0.0002580916,0.002044801,0.5073709],"genre_scores_gemma":[0.04176977,0.004760684,0.008239582,0.2101226,0.009792648,0.0002229024,0.0002507673,0.00134912,0.7234919],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08423121,"threshold_uncertainty_score":0.2817814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514722718438056,"score_gpt":0.2782374395574177,"score_spread":0.2630902123730371,"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."}}