{"id":"W4401935363","doi":"10.1097/dss.0000000000004361","title":"Welcome to the Special Issue on Neuromodulators","year":2024,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cognitive science; Psychology","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":[0.003009453,0.00223863,0.002200266,0.003016838,0.002219022,0.009042373,0.001964005,0.008375775,0.100727],"category_scores_gemma":[0.01807373,0.0008340545,0.002540922,0.001113237,0.001305182,0.005985605,0.002563409,0.01123412,0.06375681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729591,"about_ca_system_score_gemma":0.002489659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005631227,"about_ca_topic_score_gemma":0.001592253,"domain_scores_codex":[0.9974594,0.0003993784,0.0003350618,0.0003876673,0.001092622,0.0003258823],"domain_scores_gemma":[0.9805238,0.003924229,0.001559168,0.0005991037,0.007150455,0.006243144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002495939,0.00002303638,0.00009380106,0.00016442,0.00000728104,0.00016199,0.00001689535,0.00001812995,0.0001144134,0.0002518238,0.9842671,0.01485621],"study_design_scores_gemma":[0.00001638727,0.00004123807,0.0002723777,0.0001889606,0.00001381605,0.0005184493,0.00005647245,0.00003388152,0.00008446732,0.0005376418,0.9982219,0.00001427281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001160834,0.006235913,0.0002750806,0.03662588,0.951144,0.00004368659,0.00007166278,0.0001537794,0.005333928],"genre_scores_gemma":[0.0004404886,0.004827999,0.0002333842,0.02508186,0.9401013,0.00003318009,0.00008446305,0.0001271594,0.02907024],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.100727,"threshold_uncertainty_score":0.3369653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082441182445612,"score_gpt":0.2748846740804637,"score_spread":0.2440602622560076,"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."}}