{"id":"W3178032779","doi":"","title":"日本製手術支援ロボット「hinotori」の医療機器承認","year":2021,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003055206,0.000342345,0.0002153225,0.001267057,0.002436769,0.005192976,0.0004490009,0.001351004,0.01064115],"category_scores_gemma":[0.004155626,0.000246796,0.000292052,0.0007041305,0.003774944,0.003074624,0.001183963,0.00234597,0.0021734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00562737,"about_ca_system_score_gemma":0.008706766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255241,"about_ca_topic_score_gemma":0.0153419,"domain_scores_codex":[0.9983572,0.0003986689,0.00008744725,0.000230422,0.0007137676,0.0002124369],"domain_scores_gemma":[0.9971277,0.0008674764,0.0003156077,0.0001415156,0.001096365,0.0004513498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001374088,0.0002085682,0.01398854,0.0003514778,0.00005850856,0.0003021588,0.00493282,0.001652098,0.002760686,0.7945646,0.02221022,0.1588329],"study_design_scores_gemma":[0.00003677382,0.0002863398,0.04660859,0.0007066447,0.0001092802,0.000479707,0.0137603,0.002041275,0.007349772,0.2563813,0.6721014,0.0001385458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07980601,0.009169756,0.009123124,0.03086421,0.00124721,0.0002245891,0.0003541341,0.00007405074,0.8691369],"genre_scores_gemma":[0.8204454,0.007176344,0.01173082,0.004880305,0.0005959029,0.0001967549,0.0002167183,0.00003422402,0.1547236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01255241,"threshold_uncertainty_score":0.0408296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668825767339064,"score_gpt":0.2590690657184035,"score_spread":0.2423808080450129,"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."}}