{"id":"W2602013165","doi":"10.1111/aos.13434","title":"Is there inter‐procedural transfer of skills in intraocular surgery? A randomized controlled trial","year":2017,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"Fight for Sight","keywords":"Randomized controlled trial; Medicine; Intraocular surgery; Ophthalmology; Surgery","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":[0.01025903,0.001631205,0.005722867,0.0008815826,0.001212482,0.001884126,0.002198264,0.005719306,0.0147146],"category_scores_gemma":[0.0198369,0.00129801,0.003599113,0.0009133684,0.003283893,0.002687119,0.001100688,0.004316368,0.001441854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622877,"about_ca_system_score_gemma":0.003603276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001638612,"about_ca_topic_score_gemma":0.001726674,"domain_scores_codex":[0.9880466,0.007367347,0.001170255,0.00175284,0.0008680877,0.0007948074],"domain_scores_gemma":[0.9867449,0.007283954,0.002853874,0.0008615907,0.0005844121,0.001671182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9818686,0.008501582,0.0006151344,0.001024336,0.0009322502,0.00002043401,0.00006826546,0.00008723221,0.0002424719,0.00009764607,0.0002220432,0.006319951],"study_design_scores_gemma":[0.8908004,0.1050434,0.00187477,0.0001938794,0.000954805,0.00001483226,0.00006003934,0.0003038434,0.0001521028,0.0002149669,0.0003673565,0.00001969096],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602186,0.009295474,0.001688696,0.001658121,0.002853529,0.02062382,0.0006246753,0.0001968481,0.002840295],"genre_scores_gemma":[0.958508,0.002687254,0.003156347,0.001406261,0.001179553,0.03041422,0.0003806695,0.00002280817,0.002244876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0147146,"threshold_uncertainty_score":0.0542556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876982367712564,"score_gpt":0.3030330885747169,"score_spread":0.2742632648975912,"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."}}