{"id":"W4283837893","doi":"10.17504/protocols.io.rm7vzyre8lx1/v1","title":"[RETRACTED] ProDentim Reviews - Is Worth For Money? Read This Before You Try It! v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toothbrush; Dentistry; Medicine; Brush; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003040352,0.001609524,0.002492806,0.004842137,0.002302431,0.009592666,0.004419637,0.009063556,0.6893904],"category_scores_gemma":[0.03800314,0.001337923,0.002217838,0.004310499,0.001124855,0.007053225,0.003334192,0.005964164,0.6348439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002947955,"about_ca_system_score_gemma":0.005696385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007893978,"about_ca_topic_score_gemma":0.01570405,"domain_scores_codex":[0.9954184,0.0005136727,0.0004216709,0.0004110228,0.002764699,0.0004703963],"domain_scores_gemma":[0.9667863,0.003563295,0.002043968,0.001633898,0.021958,0.004014605],"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":[0.000007626278,0.00001017679,0.00001459903,0.000201502,0.000002147933,0.00001458831,0.0000054958,0.000007774172,0.00002740507,0.000107156,0.9892532,0.01034832],"study_design_scores_gemma":[0.00001919196,0.00001909568,0.0001355777,0.0003686827,0.00000345163,0.00005084295,0.00001525699,0.00001609803,0.00003367148,0.0001575293,0.9991709,0.000009757117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003135017,0.01386683,0.001645601,0.07162184,0.2127542,0.002245307,0.01391552,0.0134497,0.6701874],"genre_scores_gemma":[0.001254724,0.006295524,0.00130205,0.07451113,0.03395293,0.0009530553,0.006624663,0.002811773,0.8722942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3106096,"threshold_uncertainty_score":0.4430469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05155686765180573,"score_gpt":0.3653881574520976,"score_spread":0.3138312898002919,"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."}}