{"id":"W4245340034","doi":"10.1177/152692480701700305","title":"Deciding about Lung Transplantation: Informational Needs of Patients and Support Persons","year":2007,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Lung transplantation; Transplantation; Context (archaeology); Qualitative research; Information needs; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005889752,0.0001611102,0.0002262104,0.0005426743,0.000363657,0.000008809601,0.0001817441,0.0002006857,0.00007626424],"category_scores_gemma":[0.00003674639,0.0001683313,0.00003771715,0.0004637941,0.0001227888,0.0005652698,0.00001827043,0.0004073099,0.000008105104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309789,"about_ca_system_score_gemma":0.0001676515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005508965,"about_ca_topic_score_gemma":0.000214974,"domain_scores_codex":[0.9976392,0.0002297766,0.001167861,0.0001475127,0.000403846,0.0004118359],"domain_scores_gemma":[0.9982787,0.0006987092,0.0004290221,0.0001891199,0.0002872517,0.0001171682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004094392,0.00005783429,0.8760797,0.002399424,0.00001091889,0.000002370285,0.1109212,0.00001002862,0.000008807684,0.002009476,0.00002073395,0.008070059],"study_design_scores_gemma":[0.002799612,0.00008439121,0.9872139,0.0006210179,0.00004291227,0.000004734756,0.008112526,0.0004434803,0.0002177579,0.0001015754,0.0001850222,0.000173055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991439,0.001089338,0.002355146,0.0002579155,0.0003153667,0.001399548,0.0002651195,0.00007224418,0.002806253],"genre_scores_gemma":[0.9951794,0.000714888,0.002496577,0.0001925205,0.00003425815,0.0001932099,0.001148807,0.00001933997,0.00002096837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111342,"threshold_uncertainty_score":0.6864352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.069059265842749,"score_gpt":0.3949117198881394,"score_spread":0.3258524540453904,"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."}}