{"id":"W3120830851","doi":"10.2196/25050","title":"Measuring and Quantifying Collateral Information in Psychiatry: Development and Preliminary Validation of the McLean Collateral Information and Clinical Actionability Scale","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University; University of Pennsylvania","keywords":"Collateral; Scale (ratio); Inter-rater reliability; Chart; Medical record; MEDLINE; Psychology; Medicine; Medical physics; Clinical psychology; Rating scale; Statistics; Developmental psychology","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":[0.01346119,0.0003923721,0.0005149223,0.004078442,0.0008737181,0.001201261,0.0009864584,0.0006638336,0.002030254],"category_scores_gemma":[0.04753696,0.0004014937,0.000973983,0.001906137,0.001005496,0.001803559,0.002236916,0.001526674,0.0002375737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928137,"about_ca_system_score_gemma":0.002965319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003106258,"about_ca_topic_score_gemma":0.01052396,"domain_scores_codex":[0.9902214,0.003676757,0.001943938,0.0004487778,0.003407033,0.0003022042],"domain_scores_gemma":[0.9611124,0.01709637,0.0122926,0.002208897,0.005221026,0.002068749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004315957,0.001186879,0.7938674,0.0006506182,0.0003774492,0.0003193667,0.01031572,0.001965791,0.002287407,0.001925199,0.004648626,0.1820239],"study_design_scores_gemma":[0.00008304428,0.0007655547,0.9846681,0.0002257335,0.00008678483,0.0004326535,0.00242196,0.004370917,0.0008587022,0.001566813,0.004431394,0.00008839099],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689133,0.0007752913,0.01389623,0.0009513853,0.0000489965,0.003961672,0.0009916169,0.0001274616,0.01033407],"genre_scores_gemma":[0.950188,0.000606688,0.04403741,0.0002279586,0.00004517425,0.003164966,0.0008220882,0.00002307235,0.0008845582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346119,"threshold_uncertainty_score":0.07119042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556976233029045,"score_gpt":0.3970504319428128,"score_spread":0.3413528086399083,"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."}}