{"id":"W2156472983","doi":"10.1016/j.jneb.2012.04.005","title":"Validation of a Milk Consumption Stage of Change Algorithm among Adolescent Survivors of Childhood Cancer","year":2012,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; American Cancer Society","keywords":"Algorithm; Behavior change; Construct validity; Consumption (sociology); Medicine; Intervention (counseling); Clinical psychology; Mathematics; Psychometrics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003783902,0.0006573586,0.0007589452,0.001739094,0.0006182763,0.001126585,0.0009128959,0.0009353318,0.0009113915],"category_scores_gemma":[0.007643592,0.0003905082,0.0007702509,0.000739666,0.0002394612,0.0007939216,0.0007890701,0.0007364366,0.0002705408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00097718,"about_ca_system_score_gemma":0.001177435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009850898,"about_ca_topic_score_gemma":0.019267,"domain_scores_codex":[0.9988831,0.0003770641,0.0001931794,0.0002172689,0.0002255252,0.0001038867],"domain_scores_gemma":[0.9963909,0.001522917,0.0005818271,0.000206096,0.001123958,0.0001743382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059847,0.0005408212,0.9697529,0.00003342993,0.0001536869,0.00002930032,0.0001485734,0.001915814,0.0007094199,0.00008234196,0.00080553,0.02476833],"study_design_scores_gemma":[0.0003303966,0.001466795,0.8996466,0.00005793086,0.0003725493,0.0002214843,0.0004102393,0.09242384,0.003173544,0.0002233673,0.001637389,0.00003584681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916333,0.0001876681,0.005384977,0.0001182348,0.00003498725,0.0005542077,0.00090454,0.0001487628,0.001033379],"genre_scores_gemma":[0.9782496,0.00008539679,0.01839199,0.00007753032,0.00001303324,0.0005534404,0.001934533,0.00003164229,0.0006627951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009850898,"threshold_uncertainty_score":0.02001143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06923820092226261,"score_gpt":0.3675180747383892,"score_spread":0.2982798738161266,"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."}}