{"id":"W3030381109","doi":"10.1017/cjn.2020.107","title":"Canada, Neurosurgery, and 5-Aminolevulinic Acid (5-ALA): The Long and Winding Road","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Content (measure theory); Neurosurgery; Action (physics); Medicine; Surgery; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009836804,0.0007682036,0.0007419639,0.002307715,0.004005852,0.004035507,0.001033947,0.005357926,0.1868],"category_scores_gemma":[0.003754459,0.0004238227,0.0007354431,0.003000472,0.002483533,0.002355176,0.001607121,0.004502969,0.02452133],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02642152,"about_ca_system_score_gemma":0.07565852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.823747,"about_ca_topic_score_gemma":0.923766,"domain_scores_codex":[0.9986934,0.00008015104,0.0000780921,0.0001389338,0.0006780057,0.0003314011],"domain_scores_gemma":[0.9938481,0.0004674477,0.0002590681,0.0001037918,0.00314758,0.002173974],"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":[0.0001880209,0.00008539565,0.002111095,0.0005761244,0.00003244445,0.0006529553,0.00008629003,0.0001559051,0.0003133561,0.009249494,0.8280953,0.1584536],"study_design_scores_gemma":[0.00005149125,0.00004338256,0.008603471,0.001203238,0.00004439814,0.001330836,0.0003506845,0.000124672,0.0002230952,0.003166842,0.9848055,0.00005239537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003947496,0.2641834,0.000611859,0.3819461,0.02967848,0.000131824,0.005063468,0.0005759615,0.3138613],"genre_scores_gemma":[0.03809099,0.3736372,0.002643817,0.05016547,0.009079289,0.0001081935,0.002608981,0.0003255823,0.5233406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9735785,"threshold_uncertainty_score":0.6249083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941634590957153,"score_gpt":0.2575948218664717,"score_spread":0.2181784759569002,"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."}}