{"id":"W4406859355","doi":"10.57598/r362c","title":"Evaluation of Digital Medical Technologies","year":2023,"lang":"en","type":"book","venue":"","topic":"Engineering Education and Technology","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National d'assurance Maladie-Invalidité; Vlaamse regering; Bundesinstitut für Arzneimittel und Medizinprodukte; FOD Volksgezondheid, Veiligheid van de Voedselketen en Leefmilieu; European Observatory on Health Systems and Policies; Agentschap Innoveren en Ondernemen; Rare Disease Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005555656,0.00008681651,0.0001354308,0.0003431202,0.000008973964,0.00002324054,0.001016517,0.0004184949,0.00005487612],"category_scores_gemma":[0.001044653,0.00007606226,0.00003950039,0.0002008324,0.00006841134,0.0000794407,0.0003235114,0.0001995558,0.0002163108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008636574,"about_ca_system_score_gemma":0.001018907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.20028e-7,"about_ca_topic_score_gemma":0.000002072862,"domain_scores_codex":[0.9985395,0.000006112497,0.0001719798,0.0001948935,0.0009950553,0.00009243254],"domain_scores_gemma":[0.9990848,0.00008108548,0.00006359387,0.0005239635,0.0002284341,0.00001808605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[4.269368e-8,0.00001089711,0.000002036359,0.00001536884,0.00002332245,0.000001388892,0.00001399276,0.000008111658,8.490024e-7,0.5441973,0.06114285,0.3945839],"study_design_scores_gemma":[0.0002090621,0.00005806151,0.00003253252,0.0001450433,0.00003475968,0.00002140932,0.00003086017,0.05938382,0.0003052996,0.8311647,0.1083277,0.000286773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001608059,0.0003278896,0.1403453,0.004780671,0.001140715,0.0001913671,0.000003630404,0.005261615,0.8479327],"genre_scores_gemma":[0.01196773,0.00009031323,0.003566331,0.00002220405,0.00004434487,0.0000475544,0.00002650838,0.00002480988,0.9842102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3942971,"threshold_uncertainty_score":0.3227816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756938212376063,"score_gpt":0.2992305344242538,"score_spread":0.2616611523004932,"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."}}