{"id":"W4415618988","doi":"10.1002/ksa.70103","title":"Pie‐crusting the medial collateral ligament is a safe and effective technique for improving visualisation and access in arthroscopic meniscal surgery: A systematic review","year":2025,"lang":"en","type":"review","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Orthopedic surgery; Medial collateral ligament; Collateral; Ligament; Arthroscopy; Medial meniscus","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":[0.005961427,0.0009961582,0.005878959,0.006881955,0.0005197213,0.002049556,0.001370776,0.001696877,0.002490373],"category_scores_gemma":[0.02541104,0.0007054254,0.005607002,0.007044764,0.0009383784,0.001770676,0.000867993,0.0007145767,0.0001812663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927202,"about_ca_system_score_gemma":0.006650169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004891336,"about_ca_topic_score_gemma":0.01534515,"domain_scores_codex":[0.994323,0.001879542,0.002197301,0.0003720534,0.001091254,0.0001368262],"domain_scores_gemma":[0.977703,0.01451649,0.005537376,0.0002951765,0.001691891,0.0002560452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002772556,0.00002345383,0.001194154,0.9585958,0.009547911,0.0000753997,0.000145409,0.00005136838,0.0001963263,0.00006284537,0.0006012684,0.02922873],"study_design_scores_gemma":[0.0006447995,0.0007994442,0.01116954,0.8459092,0.129096,0.0005885552,0.0003848717,0.0001233628,0.0003674622,0.0001436442,0.0107216,0.00005150955],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002293347,0.9969716,0.00008016676,0.0001260155,0.00005163742,0.0001791052,0.0001429067,0.000005827482,0.0001493708],"genre_scores_gemma":[0.03624772,0.962012,0.0006409089,0.0004179865,0.0000860271,0.0003758307,0.0001336967,0.000004563171,0.00008121559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006881955,"threshold_uncertainty_score":0.03152746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424063272228286,"score_gpt":0.3655461105166364,"score_spread":0.3413054777943536,"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."}}