{"id":"W2549585915","doi":"10.1615/jlongtermeffmedimplants.2016016816","title":"The Use of Combined Magnetic Field Treatment for Fracture Nonunions: A Prospective Observational Study","year":2016,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Electromagnetic Effects on Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Observational study; Fracture (geology); Medicine; Fracture treatment; Field (mathematics); Surgery; Materials science; Internal medicine; Composite material; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001152928,0.0002427827,0.0006637027,0.0006609125,0.0005023793,0.0004115718,0.0003315421,0.0006467433,0.001060355],"category_scores_gemma":[0.003748334,0.0002933782,0.0007595862,0.00064562,0.0002402703,0.0003696783,0.0002932238,0.0006483673,0.000192653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243908,"about_ca_system_score_gemma":0.0004353402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105222,"about_ca_topic_score_gemma":0.001394039,"domain_scores_codex":[0.9987368,0.0005018489,0.0001774193,0.0001578346,0.0003131853,0.0001128664],"domain_scores_gemma":[0.9966435,0.0007987983,0.001857825,0.0001639734,0.0002392397,0.0002965925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001391271,0.0007968677,0.9918854,0.00007407752,0.0002136443,0.0001392772,0.0001366609,0.00003211063,0.000423147,0.00001195695,0.00005473643,0.004840771],"study_design_scores_gemma":[0.0001993169,0.005787637,0.9913538,0.00003578774,0.0002114722,0.001198369,0.0004048022,0.0001757331,0.0001575668,0.0000209754,0.0004398113,0.00001478764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989032,0.0006721903,0.0001193307,0.00001991249,0.000004424815,0.00003502579,0.00005781472,0.0000015677,0.0001866225],"genre_scores_gemma":[0.9993833,0.0002518903,0.0001331481,0.00002957057,0.00001933487,0.00003561049,0.00008531847,0.00000128589,0.00006052589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001152928,"threshold_uncertainty_score":0.006097376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713486556463134,"score_gpt":0.3129694900781594,"score_spread":0.275834624513528,"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."}}