{"id":"W4401576894","doi":"10.3390/curroncol31080341","title":"Contextualizing Measurement: Establishing a Construct and Content Foundation for the Assessment of Cancer-Related Dyadic Efficacy","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Family Support in Illness","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Centre Hospitalier Universitaire Sainte-Justine; Jewish General Hospital; The King's University; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Construct (python library); Self-efficacy; Scale (ratio); Foundation (evidence); Thematic analysis; Population; Psychology; Medicine; Qualitative research; Applied psychology; Social psychology; Clinical psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.04563103,0.0004017519,0.0004734383,0.003545201,0.002304889,0.001696131,0.0009213028,0.0004786918,0.001125509],"category_scores_gemma":[0.1069314,0.0003086386,0.0004815568,0.001982924,0.002347529,0.002353869,0.003787085,0.001157073,0.0001435262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521845,"about_ca_system_score_gemma":0.002897802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443863,"about_ca_topic_score_gemma":0.003679042,"domain_scores_codex":[0.9745797,0.01742263,0.002601402,0.001474251,0.003400363,0.0005217374],"domain_scores_gemma":[0.9344319,0.04214535,0.005146641,0.006594369,0.01089936,0.0007823341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000336732,0.0007149935,0.4621978,0.001802026,0.0002615184,0.000287424,0.1355412,0.001722448,0.01610674,0.03637816,0.00192633,0.3427246],"study_design_scores_gemma":[0.00009229235,0.001794502,0.790995,0.001756377,0.0002758783,0.0005970819,0.1120181,0.01086391,0.01167207,0.03739291,0.03233018,0.0002116889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.700668,0.0004909125,0.2509938,0.001012131,0.0001387922,0.01150149,0.0006285528,0.0001813622,0.03438494],"genre_scores_gemma":[0.8537636,0.0001653692,0.1340877,0.0001329859,0.00003735946,0.01094388,0.0003022317,0.00004445996,0.0005224615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04563103,"threshold_uncertainty_score":0.2413229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.307789410324559,"score_gpt":0.4852518549883567,"score_spread":0.1774624446637977,"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."}}