{"id":"W2543537396","doi":"10.5114/nan.2016.62253","title":"Legal aspects of use and maintenance of a neurotherapeutic device","year":2016,"lang":"en","type":"article","venue":"Neuropsychiatria i Neuropsychologia","topic":"Polish Law and Legal System","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuropsychiatry; Neuropsychology; Psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000535099,0.0002268901,0.000414353,0.0001494862,0.0001464226,0.00005677806,0.0005016659,0.0001240267,0.00005608366],"category_scores_gemma":[0.0007614327,0.0001610824,0.0001446821,0.0005654051,0.0007396404,0.000473581,0.0000601518,0.0001783592,0.00001915961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001727082,"about_ca_system_score_gemma":0.000134183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009652563,"about_ca_topic_score_gemma":0.0003083043,"domain_scores_codex":[0.9969804,0.0009039175,0.0006297012,0.000545453,0.0004337943,0.0005066843],"domain_scores_gemma":[0.9980353,0.0005668389,0.000457368,0.0005468169,0.0002007512,0.0001929555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006613946,0.0003649151,0.08310214,0.00009052762,0.00005957012,0.00007968903,0.0009900477,0.000001152275,0.1388096,0.7559437,0.002758694,0.01713864],"study_design_scores_gemma":[0.002726797,0.0008091692,0.6751511,0.0001575225,0.00006921968,0.00006779245,0.0001396955,0.000002576285,0.0008423483,0.002024142,0.31758,0.0004295833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564233,0.0001273194,0.0000819592,0.002663574,0.00156607,0.0004564202,0.00003272391,0.0001109424,0.03853766],"genre_scores_gemma":[0.9975941,0.0003459704,0.0001579238,0.0009797735,0.0002111918,0.000007683793,2.376079e-7,0.00003833059,0.0006647728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7539195,"threshold_uncertainty_score":0.6568749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671160771551568,"score_gpt":0.3034491649777694,"score_spread":0.2667375572622537,"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."}}