{"id":"W4408979982","doi":"10.1016/s1556-0864(25)00335-1","title":"139P: Global qualitative assessment of factors affecting multidisciplinary team (MDT) care in early-stage NSCLC","year":2025,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Multidisciplinary team; Stage (stratigraphy); Multidisciplinary approach; Oncology; Nursing","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":[0.01264138,0.0005174354,0.0004698741,0.001384121,0.004191598,0.001858034,0.001340662,0.001170691,0.007904374],"category_scores_gemma":[0.02803837,0.0004521103,0.0007538447,0.001672146,0.002614239,0.001700299,0.005845137,0.001970101,0.0008068663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007688869,"about_ca_system_score_gemma":0.01749172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054249,"about_ca_topic_score_gemma":0.04109114,"domain_scores_codex":[0.9929906,0.004761588,0.0002693504,0.000289247,0.000599407,0.001089793],"domain_scores_gemma":[0.9705318,0.01866483,0.00137927,0.0008101161,0.005503191,0.003110851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002759201,0.0004853309,0.04922484,0.002381778,0.00003510838,0.0008220398,0.8543385,0.000572329,0.002837097,0.002301168,0.02105714,0.06566869],"study_design_scores_gemma":[0.00005709031,0.0002408133,0.04500388,0.001028034,0.00002168614,0.0002722601,0.9174836,0.0003665414,0.001214672,0.001721214,0.03252121,0.00006901121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360244,0.0003553898,0.01192505,0.008417998,0.0005106502,0.007565985,0.01119541,0.0001271366,0.023878],"genre_scores_gemma":[0.932856,0.0006798989,0.02083162,0.004282545,0.00007931305,0.02687356,0.002620101,0.0001301458,0.01164682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054249,"threshold_uncertainty_score":0.06685483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049572239586323,"score_gpt":0.6236455360274624,"score_spread":0.5731498136315992,"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."}}