{"id":"W4403112486","doi":"10.18103/mra.v12i9.5810","title":"Patient Satisfaction with Telephone Follow-up after Lung Resection: Are we making the right ‘call’? Telephone Follow-up after Lung Resection","year":2024,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Resection; Medicine; Lung; Patient satisfaction; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001797543,0.00044478,0.0005539648,0.0008527652,0.0006337445,0.0003117206,0.000294248,0.0002978178,0.002926189],"category_scores_gemma":[0.001256861,0.0002705981,0.0003547605,0.001720149,0.000973609,0.0003020314,0.0004128602,0.003363349,0.0001115739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000539098,"about_ca_system_score_gemma":0.0008817744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518881,"about_ca_topic_score_gemma":0.05065487,"domain_scores_codex":[0.9909575,0.001180855,0.0006357136,0.001135253,0.004759949,0.001330711],"domain_scores_gemma":[0.9961439,0.001742934,0.00010404,0.0009091652,0.0002950681,0.0008048977],"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":[0.06239935,0.0004378516,0.1607193,0.006324518,0.001709747,0.009842024,0.03918318,0.000008308734,0.002234055,0.000292302,0.1239848,0.5928645],"study_design_scores_gemma":[0.007268446,0.004852298,0.5750524,0.02783504,0.0005140031,0.00129251,0.009718536,0.007248322,0.003539392,0.002570912,0.3587875,0.001320591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057935,0.03158858,0.006090995,0.03747258,0.005699283,0.002684073,0.00007918318,0.0004474803,0.01014428],"genre_scores_gemma":[0.9847375,0.002878355,0.00008641797,0.0004146709,0.002128632,0.001544003,0.00003375592,0.0001188691,0.008057822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5915439,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908435150480479,"score_gpt":0.3267758156961389,"score_spread":0.3076914641913341,"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."}}