{"id":"W2115121886","doi":"10.1186/1746-1596-3-s1-s13","title":"Web conferencing systems: Skype and MSN in telepathology","year":2008,"lang":"en","type":"article","venue":"Diagnostic Pathology","topic":"AI in cancer detection","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Telepathology; The Internet; Computer science; Digital pathology; Multimedia; Transmission (telecommunications); Image file formats; Web application; World Wide Web; Telecommunications; Telemedicine; Artificial intelligence; Image (mathematics)","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":[0.002183206,0.0004716572,0.0002747948,0.001190386,0.0004470462,0.001484922,0.0008333387,0.001089621,0.02576128],"category_scores_gemma":[0.00250961,0.000195954,0.0002324883,0.001166619,0.0004721734,0.001642436,0.001304885,0.0005920358,0.008953474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005643621,"about_ca_system_score_gemma":0.0004992028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008406999,"about_ca_topic_score_gemma":0.0008410757,"domain_scores_codex":[0.9981803,0.0009015599,0.00009776998,0.0002229035,0.0004954399,0.0001019656],"domain_scores_gemma":[0.9983972,0.000594928,0.00009677091,0.0002851316,0.0004471346,0.0001788523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007112062,0.0002739248,0.002864315,0.0007755442,0.00004269498,0.0004807312,0.000556728,0.00143687,0.02609982,0.01477658,0.03845062,0.913531],"study_design_scores_gemma":[0.0002368722,0.0017892,0.01764794,0.0007796212,0.0002718476,0.007524492,0.00094686,0.03026497,0.07426815,0.01503512,0.8509901,0.0002447643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1206199,0.02342498,0.475521,0.003603397,0.001912296,0.001101357,0.001660475,0.01771027,0.3544463],"genre_scores_gemma":[0.5360222,0.009969283,0.2512363,0.00178281,0.001532051,0.0009569257,0.002257931,0.001417155,0.1948254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02576128,"threshold_uncertainty_score":0.08618003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964248856233877,"score_gpt":0.2315772240991502,"score_spread":0.2119347355368114,"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."}}