{"id":"W1002984095","doi":"10.1227/neu.0000000000000820","title":"Neurosurgeons as Healers","year":2015,"lang":"en","type":"article","venue":"Neurosurgery","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Traditional medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006815756,0.0001595486,0.0003311773,0.0001597665,0.00007052405,0.000017074,0.00008983958,0.0001001398,0.0003998734],"category_scores_gemma":[0.008267924,0.0001523155,0.0001359611,0.0002884098,0.0001859177,0.0001657561,0.00004153837,0.00052185,0.00248337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008593933,"about_ca_system_score_gemma":0.0005893818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005498365,"about_ca_topic_score_gemma":0.00000141862,"domain_scores_codex":[0.9980278,0.0001691806,0.0003221445,0.0003503556,0.0007628248,0.0003676778],"domain_scores_gemma":[0.9976902,0.0004970969,0.0001010917,0.0004770942,0.0001146744,0.001119848],"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":[0.0005602399,0.0003878591,0.01706339,0.00004335342,0.00001862694,0.004160163,0.0001797757,0.00001354562,0.003685138,0.0001390494,0.9677622,0.005986704],"study_design_scores_gemma":[0.0007704103,0.0002666246,0.007732133,0.00002469751,0.00004707667,0.001460624,0.00004602889,0.00008364258,0.0002926419,0.00005217084,0.9890878,0.0001361736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8216395,0.0003107044,0.00005109042,0.02943446,0.00507208,0.0002776523,0.00000319425,0.0004455776,0.1427657],"genre_scores_gemma":[0.9498767,0.00004230896,0.0001620254,0.03473344,0.0004515087,0.00001426564,0.000009303703,0.00006070685,0.0146497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282372,"threshold_uncertainty_score":0.9982933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08585334293297728,"score_gpt":0.3284373563548029,"score_spread":0.2425840134218256,"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."}}