{"id":"W2027353355","doi":"10.1007/s00464-006-9090-y","title":"A laboratory study on anticipatory movement in laparoscopic surgery: a behavioral indicator for team collaboration","year":2006,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Dyad; Task (project management); Movement (music); Thread (computing); Physical medicine and rehabilitation; Psychology; Medicine; Computer science; Social psychology; Engineering","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":[0.001160608,0.0004193706,0.0003356628,0.0005713832,0.0008263568,0.0007404044,0.0003946146,0.0008390572,0.001996233],"category_scores_gemma":[0.006316303,0.0003732834,0.0004070156,0.0002917934,0.0006677156,0.0003413512,0.0005956428,0.001655368,0.0003594627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004370852,"about_ca_system_score_gemma":0.0008135654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839398,"about_ca_topic_score_gemma":0.00210284,"domain_scores_codex":[0.9991522,0.0004180719,0.00005879316,0.0001424769,0.0001151004,0.0001133562],"domain_scores_gemma":[0.9924245,0.003076,0.001172691,0.0005847131,0.0005781119,0.002163937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0115238,0.1082301,0.7933146,0.0001799923,0.0002701484,0.001076839,0.008842908,0.0009710604,0.05673081,0.0004665258,0.0007971629,0.01759626],"study_design_scores_gemma":[0.0005656768,0.05154068,0.9349318,0.00002152037,0.00009534714,0.0003378403,0.003734316,0.001956598,0.005820345,0.0002293027,0.0007097566,0.00005684779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994017,0.000005095846,0.0001395653,0.00001789994,0.000005060392,0.00006157586,0.00003304069,0.000004238329,0.0003319079],"genre_scores_gemma":[0.9977915,0.00001741813,0.001009409,0.00008777541,0.00001255407,0.0002789646,0.000110421,0.000004968791,0.0006868906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001996233,"threshold_uncertainty_score":0.006678045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936336908644857,"score_gpt":0.3665852489517313,"score_spread":0.3272218798652827,"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."}}