{"id":"W2533679148","doi":"10.1017/cjn.2016.361","title":"PS1 - 183 Recommendations for the Referral of Patients from Proton Beam Therapy, an Alberta Health Services Report: A Model for Canada?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Referral; Chordoma; Proton therapy; Chondrosarcoma; Radiation therapy; Family medicine; Surgery","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":[0.03343646,0.001120292,0.001491438,0.004274962,0.00529627,0.005921807,0.007483177,0.006951306,0.01452673],"category_scores_gemma":[0.09141374,0.001275821,0.003278587,0.006785753,0.003467356,0.003936774,0.003234384,0.008108402,0.004873493],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04528444,"about_ca_system_score_gemma":0.4060436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.869399,"about_ca_topic_score_gemma":0.9360836,"domain_scores_codex":[0.9725083,0.008241567,0.005366883,0.001050069,0.01096396,0.001869327],"domain_scores_gemma":[0.8308773,0.01552246,0.008411829,0.003766873,0.1262793,0.01514226],"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":[0.00005289781,0.0000453886,0.003095954,0.004414352,0.00009286652,0.0002082189,0.0007533546,0.0002687905,0.0003569633,0.005235265,0.9417419,0.04373399],"study_design_scores_gemma":[0.0002761589,0.0001182634,0.02108215,0.02983706,0.0003189332,0.0002738066,0.002427337,0.0004223082,0.000281733,0.006209539,0.938577,0.0001756602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002462154,0.03168111,0.004611485,0.8863553,0.01657604,0.004105492,0.01161926,0.0004758099,0.04211343],"genre_scores_gemma":[0.05301009,0.09141144,0.1604051,0.5628253,0.007200655,0.008220588,0.03309155,0.0007000506,0.08313526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9547155,"threshold_uncertainty_score":0.3285631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07757175544866356,"score_gpt":0.3321054654160138,"score_spread":0.2545337099673502,"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."}}