{"id":"W4390122602","doi":"10.1212/wnl.0000000000208034","title":"Opinion & Special Articles: Navigating Your First Academic Job Search","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Timeline; Scope (computer science); Medical education; Academic medicine; Plan (archaeology); Career path; Psychology; Medicine; Management; Computer science","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":[0.002104473,0.0006136225,0.0008656679,0.001083508,0.002491378,0.004734007,0.001804466,0.01385869,0.05955932],"category_scores_gemma":[0.01625854,0.0004010836,0.001210501,0.0007106226,0.001576852,0.00483814,0.001713334,0.009604552,0.03512784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302812,"about_ca_system_score_gemma":0.004987319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005253469,"about_ca_topic_score_gemma":0.01301636,"domain_scores_codex":[0.9978864,0.0004146146,0.0002696087,0.0001683169,0.0009123388,0.0003489152],"domain_scores_gemma":[0.9901754,0.002777065,0.0006647966,0.0002063732,0.003879457,0.00229692],"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":[0.000008020299,0.00002178697,0.0002387723,0.0001838033,0.000004831002,0.0004006092,0.00004499664,0.00002535096,0.00004807015,0.0006599863,0.9747161,0.0236477],"study_design_scores_gemma":[0.00002201688,0.00002902223,0.001312952,0.001431715,0.00002136438,0.001735829,0.0005341813,0.0000790288,0.0001001706,0.003103109,0.9916036,0.00002716985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008097467,0.02249542,0.0008652607,0.7413712,0.1853084,0.0001586474,0.0004795376,0.000217936,0.04829382],"genre_scores_gemma":[0.01228427,0.08904739,0.002634565,0.4122553,0.4166411,0.0002434132,0.000996811,0.0002109857,0.06568609],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05955932,"threshold_uncertainty_score":0.1992458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2981759373703411,"score_gpt":0.4969820272946181,"score_spread":0.198806089924277,"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."}}