{"id":"W4403542218","doi":"10.3390/siuj5050056","title":"Morocco, a New Era of Robotic Surgery","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robotic surgery; Medicine; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005433589,0.0004026827,0.0003277427,0.0005168905,0.001109905,0.001018247,0.0003422086,0.0004979747,0.007369187],"category_scores_gemma":[0.0008356348,0.0001148008,0.0002853555,0.000696091,0.0008541795,0.0005047498,0.001014083,0.0007288842,0.001645677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003647761,"about_ca_system_score_gemma":0.003278662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04919642,"about_ca_topic_score_gemma":0.06160571,"domain_scores_codex":[0.999574,0.00009349968,0.00002240229,0.00007342389,0.0001214546,0.0001151864],"domain_scores_gemma":[0.9996026,0.00008177547,0.00008806481,0.00002674726,0.0001096084,0.0000912026],"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":[0.0008125975,0.0001740592,0.09106676,0.002965325,0.0002454482,0.01191277,0.00407809,0.001900648,0.01843679,0.06718901,0.1746126,0.6266059],"study_design_scores_gemma":[0.0000506381,0.0001166076,0.1078181,0.0005475337,0.00004585403,0.004655024,0.001627661,0.0005223688,0.001017112,0.00245444,0.8810841,0.0000606046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.443823,0.1579229,0.01518884,0.08646849,0.01436983,0.0002704328,0.004294342,0.0005399529,0.2771222],"genre_scores_gemma":[0.8593524,0.05328821,0.01062828,0.02134009,0.005043483,0.00017347,0.001158616,0.0001519555,0.04886354],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04919642,"threshold_uncertainty_score":0.09782016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956812412660929,"score_gpt":0.3720789671187834,"score_spread":0.2763977258526905,"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."}}