{"id":"W2020688520","doi":"10.1097/bot.0b013e3182604b49","title":"Training Femoral Neck Screw Insertion Skills to Surgical Trainees","year":2012,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Fluoroscopy; Radiography; Randomized controlled trial; Session (web analytics); Medical physics; Femoral neck; Physical therapy; Surgery; Osteoporosis; Computer science","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":[0.0008878037,0.0003078631,0.0003006393,0.0001766575,0.0001687679,0.0002031698,0.0004179281,0.000565932,0.003626331],"category_scores_gemma":[0.003205207,0.000130646,0.0001932963,0.00008906292,0.0002207429,0.0002135348,0.0003358299,0.0003694674,0.0003297227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150741,"about_ca_system_score_gemma":0.0008276732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331051,"about_ca_topic_score_gemma":0.0005914868,"domain_scores_codex":[0.9994881,0.0001818247,0.00003368355,0.0000685635,0.0001284901,0.00009928662],"domain_scores_gemma":[0.9979504,0.0006959826,0.0004186059,0.00008096566,0.0002168275,0.000637162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0814089,0.1697688,0.1750958,0.005034316,0.0005501564,0.0004873762,0.002581388,0.002716669,0.1017304,0.0002683663,0.002307261,0.4580505],"study_design_scores_gemma":[0.009184208,0.6870362,0.271445,0.0004724643,0.0002966053,0.000653723,0.0007406779,0.001681341,0.02271107,0.0001943987,0.00554253,0.00004169032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990879,0.0001107071,0.0002140974,0.00006923026,0.00002347032,0.0001911839,0.00001912164,0.000007090673,0.0002771039],"genre_scores_gemma":[0.9961195,0.0003364135,0.002304448,0.000123176,0.00005346466,0.0005113839,0.00005599117,0.000001917047,0.0004937301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003626331,"threshold_uncertainty_score":0.01213121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05914685096289302,"score_gpt":0.3332436922689799,"score_spread":0.2740968413060869,"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."}}