{"id":"W4400972948","doi":"10.1177/21925682241264406","title":"Streamlining the Journey of Research Into Clinical Practice: Making Your Patients and Practice Flourish Understanding and Setting Treatment Expectations for Patients With Metastatic Spine Tumors","year":2024,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Clinical Practice; SPINE (molecular biology); Physical therapy; Bioinformatics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3536294,0.001999214,0.007913508,0.01127079,0.004212135,0.01979036,0.007343977,0.02100847,0.008696589],"category_scores_gemma":[0.6375929,0.003536903,0.006795719,0.01333821,0.007854867,0.02821179,0.008280983,0.01068855,0.003820834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01369409,"about_ca_system_score_gemma":0.09463843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008611529,"about_ca_topic_score_gemma":0.01907931,"domain_scores_codex":[0.5618964,0.3297923,0.06583945,0.008606201,0.03074177,0.003123904],"domain_scores_gemma":[0.2374819,0.5776896,0.05655002,0.02458105,0.0968124,0.006885099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005939428,0.0002163159,0.004149152,0.5827965,0.003270871,0.0004230484,0.007665172,0.0004899234,0.0005315698,0.008854872,0.07401698,0.3169917],"study_design_scores_gemma":[0.0007477083,0.0003348339,0.002203665,0.8986428,0.002543926,0.0003173057,0.007578051,0.00036895,0.0002278255,0.01361654,0.07319755,0.0002208018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003029039,0.5733774,0.01337286,0.3734825,0.01325813,0.01772839,0.0009649636,0.0002006715,0.004586213],"genre_scores_gemma":[0.0577508,0.4775265,0.1995479,0.2068355,0.007795693,0.04788848,0.0008040928,0.0001631611,0.001687841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3536294,"threshold_uncertainty_score":0.79709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538055385665706,"score_gpt":0.501412699163375,"score_spread":0.3476071605968044,"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."}}