{"id":"W4237310553","doi":"10.31219/osf.io/2wjyk","title":"Surveillance AFter Extremity Tumor surgerY (SAFETY): A Protocol for an International Randomized Controlled Trial","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Chest radiograph; Thoracotomy; Surgery; Orthopedic surgery; Clinical trial; Radiography; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.09885578,0.00758269,0.0106557,0.004126797,0.005001608,0.006712489,0.004360398,0.01028932,0.1025311],"category_scores_gemma":[0.08556439,0.003992,0.008479488,0.006797381,0.005007186,0.00610368,0.003075614,0.01333041,0.01809603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008480571,"about_ca_system_score_gemma":0.02682004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832407,"about_ca_topic_score_gemma":0.00443894,"domain_scores_codex":[0.9263191,0.0537914,0.009007487,0.003036091,0.004566606,0.003279343],"domain_scores_gemma":[0.9584121,0.01698704,0.006913503,0.005647085,0.008943874,0.003096452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.545644,0.01163461,0.00123641,0.1780038,0.004552712,0.0009996358,0.001920618,0.004934915,0.004317069,0.0279773,0.1305982,0.08818077],"study_design_scores_gemma":[0.7408644,0.01579182,0.002357041,0.03681098,0.001809316,0.0002448825,0.0005644886,0.003697624,0.001834546,0.009443083,0.1863274,0.0002544959],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002494638,0.0001895725,0.001314199,0.0001615317,0.0002556204,0.9965984,0.0006824689,0.00007323897,0.0004754579],"genre_scores_gemma":[0.0003129584,0.0001007515,0.002455609,0.0001169838,0.00002514927,0.9966189,0.0001249949,0.000006508141,0.0002381961],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1025311,"threshold_uncertainty_score":0.5228056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04684025070244614,"score_gpt":0.3606714167929708,"score_spread":0.3138311660905247,"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."}}