{"id":"W4230863170","doi":"10.30770/2572-1852-93.2.34","title":"International Briefs","year":2007,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003117201,0.001157231,0.0008231265,0.002885224,0.007906461,0.00869211,0.002786243,0.009079604,0.3870824],"category_scores_gemma":[0.01129409,0.0007177944,0.0009122086,0.002636676,0.001504489,0.003990477,0.004156096,0.007263479,0.1756582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009001404,"about_ca_system_score_gemma":0.01693281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05178649,"about_ca_topic_score_gemma":0.09048259,"domain_scores_codex":[0.9967524,0.0003141621,0.0001437866,0.0003931889,0.001534486,0.0008620304],"domain_scores_gemma":[0.9936458,0.0009197111,0.0002044438,0.0005154039,0.0028516,0.001863011],"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":[0.000008121609,0.00001171653,0.00002416163,0.00003597543,6.303505e-7,0.00002741294,0.00003884281,0.00001083269,0.00002894171,0.00441202,0.987599,0.00780229],"study_design_scores_gemma":[0.00000157054,0.000002706093,0.000103347,0.00002804192,4.621277e-7,0.00001205415,0.00004508985,0.000003733539,0.00001075843,0.0002701897,0.9995202,0.000001979516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0005182247,0.008517908,0.0003385087,0.05235074,0.06977578,0.0002846419,0.002180634,0.0004336527,0.8656],"genre_scores_gemma":[0.001888387,0.002056759,0.0001592629,0.01402189,0.004775329,0.00009852466,0.0009716614,0.0001066416,0.9759215],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3870824,"threshold_uncertainty_score":0.8742526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649026997207165,"score_gpt":0.367865299225596,"score_spread":0.3413750292535243,"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."}}