{"id":"W4248447351","doi":"10.17504/protocols.io.54kg8uw","title":"Use of Health Improvement Card by Chinese physical therapy students: A pilot study v1","year":2019,"lang":"en","type":"preprint","venue":"","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alice (programming language); Psychology; Medical education; Protocol (science); Medicine; Physical therapy; Alternative medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007639918,0.001256021,0.001166027,0.002201165,0.004207833,0.0008802468,0.001095576,0.001188763,0.009039191],"category_scores_gemma":[0.006338811,0.001257007,0.001485839,0.001206844,0.001376014,0.001240699,0.00139637,0.002020813,0.002566599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837971,"about_ca_system_score_gemma":0.006666329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323167,"about_ca_topic_score_gemma":0.01524877,"domain_scores_codex":[0.9964683,0.001587402,0.0003927731,0.0002988687,0.0005783931,0.0006742984],"domain_scores_gemma":[0.9950959,0.001502831,0.0003836683,0.0007621748,0.001339139,0.0009162899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.02215706,0.4235711,0.3034148,0.001800961,0.0002859618,0.002390813,0.06742754,0.0008244297,0.01581783,0.0009640385,0.00958786,0.1517577],"study_design_scores_gemma":[0.01014387,0.3046162,0.6253605,0.0001718344,0.0002932085,0.0004282832,0.03812696,0.0009730438,0.007409276,0.0004385369,0.01177484,0.0002634254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502804,0.00003987214,0.0008072007,0.0001531408,0.0000578875,0.04600739,0.001047031,0.00003568823,0.001571413],"genre_scores_gemma":[0.8034735,0.0003400033,0.008934338,0.001124298,0.0001915768,0.1712136,0.003898505,0.00003212657,0.01079204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323167,"threshold_uncertainty_score":0.0404042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703127149465763,"score_gpt":0.5347290820514962,"score_spread":0.3644163671049198,"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."}}