{"id":"W1493578551","doi":"10.1109/iembs.2006.260647","title":"Video Surveillance of Medication Intake","year":2006,"lang":"en","type":"article","venue":"","topic":"Video Surveillance and Tracking Methods","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Vale (Canada)","funders":"","keywords":"Computer science; Context (archaeology); Computer vision; Artificial intelligence; Video monitoring; Population; Multimedia; Real-time computing; Medicine; Environmental health","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":[0.0002035168,0.0002924438,0.000360264,0.0006188549,0.0001509314,0.0003231736,0.0003087325,0.0004906565,0.001076353],"category_scores_gemma":[0.0008931996,0.0001009584,0.0001976686,0.0004625597,0.00006831204,0.0002480801,0.0002193868,0.0002717532,0.0003224359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277888,"about_ca_system_score_gemma":0.0002791763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004397826,"about_ca_topic_score_gemma":0.004209565,"domain_scores_codex":[0.9997299,0.00004020902,0.00001232147,0.00006695616,0.0001237653,0.00002693041],"domain_scores_gemma":[0.9995698,0.0001037876,0.00006471691,0.00003257117,0.0001784766,0.00005059986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001766445,0.0005635576,0.04888276,0.0006347342,0.0001708914,0.0008369121,0.0003813432,0.01284784,0.4828855,0.0008803588,0.008673852,0.4414758],"study_design_scores_gemma":[0.0002065546,0.002641596,0.3821565,0.0001198857,0.0002470009,0.002813975,0.0004022367,0.3103768,0.2788609,0.0007713839,0.02128426,0.0001190009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902187,0.002471842,0.1856014,0.0003702601,0.0002182109,0.0003420642,0.004025872,0.003402266,0.01334934],"genre_scores_gemma":[0.9402734,0.0008526375,0.05282414,0.0001503923,0.0001104951,0.0001002079,0.002670549,0.00005421868,0.002963958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004397826,"threshold_uncertainty_score":0.008744478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135051063396352,"score_gpt":0.2659063707957445,"score_spread":0.2524012644561093,"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."}}