{"id":"W1931183062","doi":"","title":"Deleterious effect of smoking on healing of open tibia-shaft fractures.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Bone fractures and treatments","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Intramedullary rod; Bone healing; Tibia; Surgery; External fixator; Open fracture; Tibia Fracture; Nail (fastener); Delayed union; Orthopedic surgery; Nonunion","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":[0.0007211039,0.000179965,0.0004049043,0.0005824973,0.0004818384,0.0004445873,0.0002141028,0.0003971516,0.0009950773],"category_scores_gemma":[0.00398136,0.0002691305,0.000392127,0.0004311785,0.0004028701,0.0002358928,0.0002571491,0.0004158552,0.0001583082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246215,"about_ca_system_score_gemma":0.0003145408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641316,"about_ca_topic_score_gemma":0.003107395,"domain_scores_codex":[0.9992678,0.0002244849,0.00009979191,0.00007989178,0.000215749,0.0001123177],"domain_scores_gemma":[0.9943445,0.002024227,0.002478097,0.0002587993,0.0003197126,0.0005747312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000226312,0.00003338026,0.9973304,0.00001285989,0.0000359207,0.0004025656,0.00004353873,0.00001708927,0.0002641182,0.000009213084,0.00002280147,0.001601764],"study_design_scores_gemma":[0.00001319744,0.0005184378,0.9961548,0.00001017029,0.0000561996,0.00269156,0.00009460815,0.00008223383,0.0001443129,0.00002087699,0.0002093133,0.000004102722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990104,0.0006116429,0.00004489822,0.00001666995,0.000005238039,0.00000851227,0.00007037581,0.000001670886,0.0002305651],"genre_scores_gemma":[0.9995443,0.0001643769,0.00005205455,0.00001994697,0.00001478156,0.000005207002,0.0001275442,0.000001049366,0.00007076664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641316,"threshold_uncertainty_score":0.003813565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199447499467263,"score_gpt":0.2983823386484632,"score_spread":0.2663878636537906,"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."}}