{"id":"W2326491867","doi":"10.1136/bmjspcare-2012-000250.104","title":"The development and validation of a shorter version of the CANHELP Lite","year":2012,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Construct validity; Family medicine; Psychology; Medicine; Quality (philosophy); Quality of life (healthcare); Patient satisfaction; Applied psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006393545,0.000135014,0.0002138102,0.00004788757,0.0007265732,0.000002468026,0.0001258298,0.0001203124,0.0001147376],"category_scores_gemma":[0.0005329736,0.00007948657,0.00005806266,0.0001884307,0.0001441364,0.0001264923,0.0001634746,0.0002886082,0.00002156457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395331,"about_ca_system_score_gemma":0.0005351719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453825,"about_ca_topic_score_gemma":0.0003199371,"domain_scores_codex":[0.9975411,0.0007448294,0.0007788049,0.0001572651,0.000421598,0.0003564158],"domain_scores_gemma":[0.9970047,0.000772438,0.0008747411,0.0002808053,0.0009638398,0.000103436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004736108,0.000007424797,0.9233779,0.0002982562,0.00002926621,9.214278e-8,0.0732404,0.000001083255,0.0000958508,0.0003171099,0.0007965158,0.001788784],"study_design_scores_gemma":[0.000278159,0.00003950121,0.9280362,0.0003676981,0.00002204208,1.162809e-7,0.05512369,0.000003512128,0.008669178,0.00003389746,0.007344868,0.00008112001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944465,0.000470568,0.0001149654,0.0004890495,0.0008367434,0.001699672,0.0001461652,0.00001295252,0.001783429],"genre_scores_gemma":[0.998898,0.0000380281,0.0002564388,0.0001340659,0.00007123166,0.0002537222,0.00005173805,0.00001372072,0.0002830837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0181167,"threshold_uncertainty_score":0.5588287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162212548700626,"score_gpt":0.4548789981865657,"score_spread":0.3386577433165031,"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."}}