{"id":"W7116915236","doi":"10.1007/s12207-025-09556-5","title":"Clinical Practice on Trial: Education, Tutorials and Guidelines for Best Practices in the Medico-Legal Arena","year":2025,"lang":"en","type":"article","venue":"Psychological Injury and Law","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Best practice; Legal psychology; Clinical Practice; Quality of Life Research; MEDLINE; Work (physics)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02231713,0.0001352479,0.0004016942,0.00006028777,0.0001581585,0.0001128638,0.000235335,0.0005594869,0.00004288361],"category_scores_gemma":[0.3368681,0.00007416007,0.00008158997,0.0002230877,0.0007117159,0.0001383959,0.00007013967,0.001688891,0.000008905312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001413231,"about_ca_system_score_gemma":0.000255388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271931,"about_ca_topic_score_gemma":0.00007331257,"domain_scores_codex":[0.9967679,0.000885631,0.001058156,0.0005934094,0.0004735903,0.0002212882],"domain_scores_gemma":[0.912352,0.08538044,0.0004209288,0.0006200188,0.001045216,0.0001813917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04356403,0.004214287,0.0006440842,0.0001072831,0.00005695151,0.00001251324,0.00006655944,3.662557e-8,0.00002609982,0.7911323,0.07479643,0.0853794],"study_design_scores_gemma":[0.008929752,0.005674275,0.002140098,0.0003341917,0.0001255865,0.00001767351,0.0007032229,0.000004547909,0.000008718545,0.1076139,0.8743619,0.00008608431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1945055,0.002441999,0.00008609712,0.6099707,0.004177429,0.00296839,0.00002022286,0.00003788714,0.1857917],"genre_scores_gemma":[0.6507046,0.0146913,0.01230375,0.3094193,0.005612075,0.0007390224,0.0000274777,0.00001883692,0.006483648],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7995655,"threshold_uncertainty_score":0.7734716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.76215719510404,"score_gpt":0.7477720802302662,"score_spread":0.01438511487377381,"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."}}