{"id":"W2024134211","doi":"10.1016/s0167-7799(02)02024-3","title":"A TRENDS Guide to Imaging Technologies","year":2002,"lang":"en","type":"article","venue":"Trends in biotechnology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Computational biology; Nanotechnology; Data science; Computer science; Chemistry; Biology; Materials 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":[0.002484966,0.002814942,0.001268095,0.007049532,0.0009114376,0.003883875,0.002298806,0.004505041,0.04380383],"category_scores_gemma":[0.004544036,0.001360189,0.001075059,0.005516947,0.001024527,0.005918364,0.002024738,0.006367612,0.07299729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573424,"about_ca_system_score_gemma":0.00525166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003901907,"about_ca_topic_score_gemma":0.01004082,"domain_scores_codex":[0.9977582,0.0003071948,0.0003038479,0.0001196853,0.001376582,0.0001343842],"domain_scores_gemma":[0.9952677,0.001154168,0.0003053368,0.0002732947,0.002610836,0.0003886068],"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":[0.000029715,0.00009817073,0.0001813256,0.0006187173,0.00001455293,0.0002164869,0.00007357522,0.0006391166,0.002310348,0.01584988,0.6705084,0.3094596],"study_design_scores_gemma":[0.000005735661,0.00002250415,0.0001142442,0.00023912,0.000006887271,0.0002251534,0.00002363402,0.0003578628,0.0002888412,0.004576053,0.9941313,0.000008660408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001022763,0.1390961,0.2937683,0.06043074,0.02267158,0.001168717,0.004958495,0.008417309,0.468466],"genre_scores_gemma":[0.00345455,0.1693683,0.2373128,0.02475697,0.006814453,0.001386298,0.006948134,0.001860874,0.5480976],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04380383,"threshold_uncertainty_score":0.1465384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106962291433673,"score_gpt":0.3514982484013167,"score_spread":0.32042862548698,"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."}}