{"id":"W2766245567","doi":"10.1093/icvts/ivx280.103","title":"P-103MOVING TOWARDS AN ULTRA-FAST TRACK MINIMALLY INVASIVE LOBECTOMY PATHWAY: A FEASIBILITY ANALYSIS","year":2017,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Fast track; 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":[0.002270893,0.0002653492,0.0002237568,0.001008746,0.0005023401,0.001222304,0.0004886735,0.0003989272,0.005557257],"category_scores_gemma":[0.007272899,0.0002075341,0.0009510122,0.00084161,0.0004744955,0.001065421,0.000982146,0.0005187987,0.000764779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005946783,"about_ca_system_score_gemma":0.001621015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150218,"about_ca_topic_score_gemma":0.001530212,"domain_scores_codex":[0.9986161,0.0003757246,0.0001962084,0.000159039,0.0004137013,0.0002392576],"domain_scores_gemma":[0.9927226,0.002326304,0.002705329,0.0002017959,0.001147832,0.0008962587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002829284,0.0001086911,0.9934564,0.00004000127,0.00003333137,0.0005462835,0.00009967835,0.00007075787,0.0003722503,0.00007191864,0.0001195385,0.004798185],"study_design_scores_gemma":[0.00003854446,0.001804919,0.9905757,0.00005571004,0.00007374584,0.00360397,0.001532795,0.001118068,0.0003128305,0.0001132832,0.000755112,0.00001535427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998187,0.0001302564,0.0004706911,0.00008822487,0.000006872896,0.0000690658,0.0001500651,0.000003785845,0.0008939637],"genre_scores_gemma":[0.9988108,0.0001089744,0.0005352336,0.00003202422,0.00001779833,0.0000644122,0.000290949,0.000003491798,0.0001364814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005557257,"threshold_uncertainty_score":0.01859093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06357560238775178,"score_gpt":0.3480329511874036,"score_spread":0.2844573487996518,"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."}}