{"id":"W2088336711","doi":"10.1136/jnnp.2010.217802","title":"Lucky accidents do happen","year":2010,"lang":"en","type":"article","venue":"Practical Neurology","topic":"Medical Research and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379477,0.001024325,0.0004767256,0.001048177,0.008455608,0.003408665,0.0006953577,0.003741853,0.05922277],"category_scores_gemma":[0.01044541,0.0003990215,0.0007715623,0.0007873163,0.005517675,0.004718656,0.003962261,0.005530303,0.02537948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796543,"about_ca_system_score_gemma":0.003237892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414961,"about_ca_topic_score_gemma":0.02258435,"domain_scores_codex":[0.9969712,0.000556573,0.0001214258,0.0002957719,0.001131473,0.0009235198],"domain_scores_gemma":[0.9956839,0.0005577314,0.0008247182,0.0002539,0.001310829,0.001368935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001201955,0.000148663,0.0177234,0.000397121,0.0001409071,0.007524597,0.01300002,0.0002123532,0.0006145113,0.02448838,0.8391269,0.09650292],"study_design_scores_gemma":[0.00002589733,0.0001150153,0.01352136,0.0009464793,0.0000556397,0.02089004,0.0219205,0.00007628543,0.0003868417,0.02316609,0.9187936,0.0001023066],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06038056,0.02860344,0.006083967,0.2554893,0.02139405,0.0001378784,0.001552737,0.002026526,0.6243314],"genre_scores_gemma":[0.5289978,0.02270663,0.00262051,0.1640282,0.006106386,0.0001029355,0.001265604,0.0006366253,0.2735354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05922277,"threshold_uncertainty_score":0.1981199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436028247192422,"score_gpt":0.5882439123132045,"score_spread":0.4446410875939623,"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."}}