{"id":"W2030426686","doi":"10.1097/00005131-200209000-00004","title":"A Lack of Consensus in the Assessment of Fracture Healing Among Orthopaedic Surgeons","year":2002,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":322,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Nonunion; Malunion; Bone healing; Orthopedic surgery; Surgery; Palpation; Physical therapy; Valgus","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":[0.1562934,0.0002709197,0.0006011064,0.006250688,0.002202301,0.004344726,0.002687477,0.002437918,0.001708579],"category_scores_gemma":[0.3435231,0.0009020779,0.0007897749,0.003962799,0.005705642,0.003597378,0.008325899,0.00196374,0.0003632028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005536036,"about_ca_system_score_gemma":0.01206811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007224195,"about_ca_topic_score_gemma":0.005419752,"domain_scores_codex":[0.7679284,0.1327819,0.03620723,0.007868577,0.05040454,0.004809428],"domain_scores_gemma":[0.5125186,0.3286143,0.05048466,0.0157491,0.0798815,0.01275185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005077409,0.000223013,0.5453318,0.005404042,0.0004411254,0.0006776703,0.1680282,0.0008200303,0.002434612,0.005299806,0.009976638,0.2608553],"study_design_scores_gemma":[0.000175101,0.0008411534,0.6119251,0.008872361,0.0001849468,0.001779378,0.3173544,0.003197282,0.001516067,0.01073211,0.04312385,0.0002982212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912852,0.009475778,0.01073537,0.04783543,0.0008450966,0.0005250541,0.0002922692,0.0001020396,0.01733696],"genre_scores_gemma":[0.9914377,0.001751883,0.002765716,0.003327483,0.0001378732,0.0001871964,0.0001024658,0.00001914637,0.0002703669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1562934,"threshold_uncertainty_score":0.8265686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935287997383177,"score_gpt":0.3312447246609961,"score_spread":0.2818918446871643,"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."}}