{"id":"W2888987795","doi":"10.1155/2018/3081094","title":"Occupational Therapy in Complex Patients: A Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"Occupational Therapy International","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Medicine; Rehabilitation; Algorithm; Population; Randomized controlled trial; Physical therapy; Machine learning; Internal medicine; Mathematics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007614765,0.002679133,0.006112037,0.001223519,0.001204337,0.001705662,0.001800274,0.003001074,0.01425308],"category_scores_gemma":[0.009611299,0.001205896,0.002937297,0.001327274,0.00277296,0.002051177,0.001104604,0.002971657,0.001367924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615391,"about_ca_system_score_gemma":0.00372877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064032,"about_ca_topic_score_gemma":0.003245024,"domain_scores_codex":[0.9939781,0.004032691,0.0005062154,0.0006138443,0.0003873482,0.0004817878],"domain_scores_gemma":[0.993066,0.003201562,0.001282573,0.0007107535,0.0005708451,0.001168344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9797736,0.01344839,0.0001877823,0.0008287548,0.0004821018,0.00002288562,0.0000505957,0.0001314804,0.0004367002,0.00006660308,0.0002566772,0.004314365],"study_design_scores_gemma":[0.9685062,0.03079325,0.0002633503,0.00002635042,0.0001236312,0.000004220585,0.00001123757,0.00007948765,0.00004029675,0.00003950178,0.0001078619,0.000004531958],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8486645,0.005315508,0.002583582,0.001453331,0.002090982,0.1344845,0.002126144,0.0003384163,0.002943111],"genre_scores_gemma":[0.7526637,0.00350746,0.01086463,0.001626788,0.001358103,0.224704,0.001090255,0.00004051906,0.004144588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425308,"threshold_uncertainty_score":0.04768133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277556764933528,"score_gpt":0.5178302261549296,"score_spread":0.2900745496615768,"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."}}