{"id":"W4392107777","doi":"10.15173/m.v1i8.670","title":"The Gamma Knife","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003515773,0.001445649,0.00162428,0.002627905,0.001644858,0.004096706,0.002491053,0.003257897,0.02016725],"category_scores_gemma":[0.02185586,0.001225171,0.001302875,0.002372863,0.002861855,0.003506461,0.005006357,0.004122206,0.01377174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330585,"about_ca_system_score_gemma":0.002515709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988985,"about_ca_topic_score_gemma":0.004040136,"domain_scores_codex":[0.9971565,0.001242292,0.0001204591,0.0005457341,0.0007762052,0.0001588135],"domain_scores_gemma":[0.994905,0.002586192,0.0002967734,0.001091073,0.0009127309,0.0002082235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001585932,0.00003261214,0.001159886,0.0002218826,0.0001777717,0.000142497,0.0001856308,0.07838875,0.001106209,0.3107354,0.05920054,0.5484902],"study_design_scores_gemma":[0.00004368839,0.00005313442,0.0005165018,0.0002463542,0.00006631182,0.0004177875,0.000120344,0.3068118,0.002504524,0.5449765,0.144142,0.0001010987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001801469,0.003391435,0.9682148,0.001530073,0.0007104863,0.00004560151,0.0001756808,0.001443589,0.0226869],"genre_scores_gemma":[0.08486847,0.004796449,0.83045,0.002180814,0.001428662,0.0003078202,0.0007620284,0.001837758,0.07336813],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02016725,"threshold_uncertainty_score":0.0674662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204786726251354,"score_gpt":0.2182822083992025,"score_spread":0.166234341136689,"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."}}