{"id":"W4391480497","doi":"10.1186/s40814-023-01424-w","title":"Lessons learned about development and assessment of feasibility of tools for health and rehabilitation services","year":2024,"lang":"en","type":"editorial","venue":"Pilot and Feasibility Studies","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Research Foundation","keywords":"Rehabilitation; Engineering management; Psychology; Medical education; Process management; Engineering ethics; Computer science; Engineering; Medicine; Physical therapy","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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0107331,0.0003564848,0.001421997,0.000214696,0.0009035383,0.00003500922,0.0001563642,0.0002491745,0.000005046063],"category_scores_gemma":[0.01120897,0.0002968427,0.00005900891,0.000247842,0.0006752299,0.0002595806,0.0005015825,0.000637151,9.042174e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638043,"about_ca_system_score_gemma":0.003862991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004775705,"about_ca_topic_score_gemma":0.004917508,"domain_scores_codex":[0.9942984,0.001103135,0.002264058,0.001027005,0.0007190804,0.000588338],"domain_scores_gemma":[0.9728944,0.02381067,0.001240697,0.0004368312,0.001327426,0.0002899522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008778633,0.000332682,0.1167714,0.2644587,0.0004067861,2.928942e-7,0.2337661,4.944654e-7,0.00003852517,0.001937904,0.3526804,0.02872892],"study_design_scores_gemma":[0.004573442,0.00405908,0.2829813,0.005389104,0.0001451792,2.795916e-7,0.08614222,0.00005435366,0.000007173255,0.008642956,0.6074329,0.0005720389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7442582,0.01421618,0.0001553628,0.04563812,0.1730213,0.01699729,0.005307693,0.0001460638,0.0002597798],"genre_scores_gemma":[0.6616717,0.05083098,0.1217512,0.005603409,0.1463624,0.0100377,0.001238112,0.0003432879,0.002161256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2590696,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7719916991810895,"score_gpt":0.7092274905595569,"score_spread":0.06276420862153254,"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."}}