{"id":"W2006642665","doi":"10.1145/1188455.1188772","title":"Advanced medical collaborative technologies---Laboratory for collaborative diagnostics","year":2006,"lang":"en","type":"article","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Computer science; Digital microscope; Field (mathematics); Data science; Multimedia; Human–computer interaction; World Wide Web; Microscope; Medicine","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":[0.0184389,0.0008956353,0.0008124862,0.002099707,0.003361578,0.008322045,0.00300833,0.004987911,0.1001396],"category_scores_gemma":[0.01852795,0.0005310746,0.0008056654,0.00235954,0.002209812,0.006802127,0.01255715,0.004390989,0.06049352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860785,"about_ca_system_score_gemma":0.01063924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042131,"about_ca_topic_score_gemma":0.0009872674,"domain_scores_codex":[0.9814706,0.006709344,0.001000474,0.00202174,0.007201151,0.001596671],"domain_scores_gemma":[0.975321,0.004008901,0.001201155,0.005016822,0.006074069,0.008378128],"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":[0.0001614591,0.0001741742,0.001559231,0.0006191091,0.00002804661,0.0001988153,0.0009436902,0.0001738977,0.003371612,0.1120654,0.5626401,0.3180644],"study_design_scores_gemma":[0.00003960827,0.00008373515,0.0008026597,0.0002131556,0.000007114658,0.0003464532,0.0002306395,0.0002716012,0.001145768,0.01674784,0.9800937,0.00001772983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007351352,0.03532684,0.1993091,0.1680316,0.01511728,0.00266802,0.004429242,0.01236816,0.5553985],"genre_scores_gemma":[0.1095818,0.01694522,0.3701844,0.03812383,0.006937233,0.003688587,0.007968552,0.001993855,0.4445766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1001396,"threshold_uncertainty_score":0.3350002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00326730645994665,"score_gpt":0.2608716616101917,"score_spread":0.257604355150245,"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."}}